2025

Wang, Zhi-Yong ; So, Hing Cheung ; Zoubir, Abdelhak M. (2025)
Robust low-rank matrix completion via sparsity-inducing regularizer.
In: Signal Processing
doi: 10.1016/j.sigpro.2024.109666
Artikel, Bibliographie

2024

Machkour, Jasin (2024)
Development of Fast Machine Learning Algorithms for False Discovery Rate Control in Large-Scale High-Dimensional Data.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00028231
Dissertation, Erstveröffentlichung, Verlagsversion

Liu, Jing ; Zheng, Jing ; Zhang, Jing ; Xiang, Lin ; Ng, Derrick Wing Kwan ; Ge, Xiaohu (2024)
Delay-Aware Online Resource Allocation for Buffer-Aided Synchronous Federated Learning Over Wireless Networks.
In: IEEE Access, 12
doi: 10.1109/ACCESS.2024.3489657
Artikel, Bibliographie

Gölz, Martin ; Baudenbacher, Luca O. ; Zoubir, Abdelhak M. ; Koivunen, Visa (2024)
Spatial Inference Network: Indoor Proximity Detection via Multiple Hypothesis Testing.
32nd European Signal Processing Conference (EUSIPCO 2024). Lyon, France (26.08.2024 - 30.08.2024)
Konferenzveröffentlichung, Bibliographie

Kunz, Pertami J. ; Zoubir, Abdelhak M. (2024)
Integrating Block Robust Empirical Standardised Influence Function and Block Average to Robustify Seasonal Block Bootstrap Methods.
32nd European Signal Processing Conference (EUSIPCO 2024). Lyon, France (26.08.2024 - 30.08.2024)
Konferenzveröffentlichung, Bibliographie

Kunz, Pertami J. ; Zoubir, Abdelhak M. (2024)
The Blitz-Boot Approach: Improving the Accuracy of Joint Direction-Of-Arrival and Frequency Estimation.
International Workshop on the Theory of Computational Sensing and its Applications to Radar, Multimodal Sensing and Imaging (CoSeRa2024). Santiago de Compostela, Spain (18.09.2024 - 20.09.2024)
doi: 10.1109/CoSeRa60846.2024.10720375
Konferenzveröffentlichung, Bibliographie

Liu, Tianyi ; Matter, Frederic ; Sorg, Alexander ; Pfetsch, Marc E. ; Haardt, Martin ; Pesavento, Marius (2024)
Maximum A Posteriori Direction-of-Arrival Estimation via Mixed-Integer Semidefinite Programming.
doi: 10.48550/arXiv.2311.03501
Report, Bibliographie

Liu, Tianyi (2024)
A Parallel Successive Convex Approximation Framework with Smoothing Majorization for Phase Retrieval.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00028201
Dissertation, Erstveröffentlichung, Verlagsversion

Wang, Xiangrong ; Wu, Kun ; Wang, Xianghua ; Amin, Moeness ; Zoubir, Abdelhak M. (2024)
Synthetic Interferometry Exploiting Radar Motions.
In: IEEE Geoscience and Remote Sensing Letters
doi: 10.1109/LGRS.2024.3477711
Artikel, Bibliographie

Zhang, Xuzhong ; Xiang, Lin ; Wang, Jiaheng ; Gao, Xiqi (2024)
Massive MIMO Multicasting with Finite Block-length.
In: IEEE Transactions on Wireless Communications, 23 (10)
doi: 10.1109/TWC.2024.3423310
Artikel, Bibliographie

Zou, Zhentao ; Chen, Lin ; Jiang, Xue ; Zoubir, Abdelhak. M. (2024)
Exploiting Generative Diffusion Prior With Latent Low-Rank Regularization for Image Inpainting.
In: IEEE Signal Processing Letters, 31
doi: 10.1109/LSP.2024.3453665
Artikel, Bibliographie

Cao, Zhengxin ; Zhang, Jing ; Xiang, Lin ; Ge, Xiaohu (2024)
Outage Probability Analysis of Multi-Connectivityin UAV-Assisted Urban mmWave Communication.
35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC'24). Valencia, Spain (02.09.2024 - 05.09.2024)
Konferenzveröffentlichung, Bibliographie

Gan, S. ; Chen, K. ; Zhang, J. ; Xiang, Lin ; Ng, W. K. ; Ge, Xiaohu (2024)
Completion Time Minimization for Adaptive Semi-Asynchronous Federated Learning over Wireless Networks,.
35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC'24). Valencia, Spain (02.09.2024 - 05.09.2024)
Konferenzveröffentlichung, Bibliographie

Liu, Tianyi ; Pesavento, Marius (2024)
Blind Phase-Offset Estimation in Sparse Partly Calibrated Arrays.
13rd Sensor Array and Multichannel Signal Processing Workshop. Corvallis, USA (08.07.2024 - 11.07.2024)
doi: 10.1109/SAM60225.2024.10636507
Konferenzveröffentlichung, Bibliographie

Fan, Yufan ; Pesavento, Marius (2024)
Tail-STELA for Fast Signal Recovery via Basis Pursuit.
13rd Sensor Array and Multichannel Signal Processing Workshop. Corvallis, USA (08.07.2024 - 11.07.2024)
doi: 10.1109/SAM60225.2024.10636404
Konferenzveröffentlichung, Bibliographie

Dongare, Sumedh Jitendra ; Jovovich, Aleksandar ; De Sombre, Wanja ; Ortiz Jimenez, Andrea Patricia ; Klein, Anja (2024)
Minimizing the Age of Incorrect Information for Status Update Systems with Energy Harvesting.
59th IEEE Internartional Conference on Communications (ICC'24). Denver, USA (09.06.2024 - 13.06.2024)
doi: 10.1109/ICC51166.2024.10622719
Konferenzveröffentlichung, Bibliographie

Pei, Fengcheng ; Xiang, Lin ; Klein, Anja (2024)
Joint Optimization of Beamforming and 3D Array-Steering for UAV-Aided ISAC.
59th IEEE Internartional Conference on Communications (ICC'24). Denver, USA (09.06.2024 - 13.06.2024)
doi: 10.1109/ICC51166.2024.10622806
Konferenzveröffentlichung, Bibliographie

Dongare, Sumedh Jitendra ; Simon, Bernd ; Ortiz Jimenez, Andrea Patricia ; Klein, Anja (2024)
Two-Sided Learning: A Techno-Economic View of Mobile Crowdsensing under Incomplete Information.
59th IEEE Internartional Conference on Communications (ICC'24). Denver, USA (09.06.2024 - 13.06.2024)
Konferenzveröffentlichung, Bibliographie

Wang, Yi ; Krantzik, Markus ; Xiang, Lin ; Klein, Anja (2024)
Joint Communication and Computing Optimization for Digital Twin Synchronization with Aerial Relay.
59th IEEE Internartional Conference on Communications (ICC'24). Denver, USA (09.06.2024 - 13.06.2024)
doi: 10.1109/ICC51166.2024.10622630
Konferenzveröffentlichung, Bibliographie

Pyttel, Friedrich ; De Sombre, Wanja ; Ortiz Jimenez, Andrea Patricia ; Klein, Anja (2024)
Age of Information Minimization in Status Update Systems with Imperfect Feedback Channel.
59th IEEE Internartional Conference on Communications (ICC'24). Denver, USA (09.06.2024 - 13.06.2024)
doi: 10.1109/ICC51166.2024.10622227
Konferenzveröffentlichung, Bibliographie

Wirth, Maximilian ; Ortiz Jimenez, Andrea Patricia ; Klein, Anja (2024)
Risk-Aware Bandits for Digital Twin Placement in Non-Stationary Mobile Edge Computing.
59th IEEE Internartional Conference on Communications (ICC'24). Denver, USA (09.06.2024 - 13.06.2024)
doi: 10.1109/ICCWorkshops59551.2024.10615914
Konferenzveröffentlichung, Bibliographie

Yilmaz, Burak ; Xiang, Lin ; Klein, Anja (2024)
Joint Beamforming and Trajectory Optimization for UAV-Enabled ISAC under a Finite Energy Budget.
59th IEEE Internartional Conference on Communications (ICC'24). Denver, USA (09.06.2024 - 13.06.2024)
doi: 10.1109/ICCWorkshops59551.2024.10615353
Konferenzveröffentlichung, Bibliographie

Simon, Bernd ; Ortiz Jimenez, Andrea Patricia ; Saad, Walid ; Klein, Anja (2024)
Decentralized Online Learning in Task Assignment Games for Mobile Crowdsensing.
In: IEEE Transactions on Communications, 72 (8)
doi: 10.1109/TCOMM.2024.3381718
Artikel, Bibliographie

Wang, Zhi-Yong ; So, Hing Cheung ; Zoubir, Abdelhak M. (2024)
Low-Rank Tensor Completion via Novel Sparsity-Inducing Regularizers.
In: IEEE Transactions on Signal Processing
doi: 10.1109/TSP.2024.3424272
Artikel, Bibliographie

Xiang, Lin ; Pei, Fengcheng ; Klein, Anja (2024)
Joint Optimization of Beamforming and 3D Array Steering for Multi-antenna UAV Communications.
25th IEEE Wireless Communications and Networking Conference (WCNC2024). Dubai, UAE (21.04.2024 - 24.04.2024)
doi: 10.1109/WCNC57260.2024.10570943
Konferenzveröffentlichung, Bibliographie

Dachs, F. ; Zoubir, A. M. ; Sharma, A. ; Sanchez, C. Solans ; Buttar, C.M. ; Bortoletto, D. ; Dobrijevic, D. ; Berlea, D.-V. ; Charbon, E. ; Piro, F. ; Gustavino, G. ; Sandaker, H. ; Pernegger, H. ; Tortajada, I. Asensi ; Weick, J. ; Gonella, L. ; Flores Sanz De Acedo, L. ; Vázquez Núñez, M. ; Gazi, M. ; LeBlanc, M. ; Rijnbach, M. van ; Riedler, P. ; Allport, P. ; Worm, S. ; Suligoj, T. ; Dao, V. ; Gonzalez Millan, V. ; Snoeys, W. (2024)
Quad-module characterization with the MALTA monolithic pixel chip.
In: Nuclear Instruments and Methods in Physics Research Section A, 1064
doi: 10.1016/j.nima.2024.169306
Artikel, Bibliographie

Liu, Tianyi ; Deram, Sai Pavan ; Ardah, Khaled ; Haardt, Martin ; Pfetsch, Marc E. ; Pesavento, Marius (2024)
Gridless Parameter Estimation in Partly Calibrated Rectangular Arrays.
doi: 10.48550/arXiv.2406.16041
Report, Bibliographie

Wang, Zhiyong ; So, H. C. ; Zoubir, Abdelhak M. (2024)
Method And Electronic Device For Performing Robust Low-Rank Matrix Recovery Via Hybrid Ordinary-Welsch Function.
Norm, Patent, Standard, Bibliographie

Reinhard, Dominik ; Fauß, Michael ; Zoubir, Abdelhak M. (2024)
Asymptotically Optimal Procedures for Sequential Joint Detection and Estimation.
In: Signal Processing, 219
doi: 10.1016/j.sigpro.2024.109410
Artikel, Bibliographie

Schroth, Christian A. ; Eckrich, Christian ; Kakouche, Ibrahim ; Fabian, Stefan ; Stryk, Oskar von ; Zoubir, Abdelhak M. ; Muma, Michael (2024)
Emergency Response Person Localization and Vital Sign Estimation Using a Semi-Autonomous Robot Mounted SFCW Radar.
In: IEEE Transactions on Biomedical Engineering, 71 (6)
doi: 10.1109/TBME.2024.3350789
Artikel, Bibliographie

Yilmaz, Mustafa Burak ; Xiang, Lin ; Klein, Anja (2024)
Joint Beamforming and Trajectory Optimization for UAV-Aided ISAC with Dipole Antenna Array.
27th International Workshop on Smart Antennas (WSA2024). Dresden, Germany (17.05.2024 - 19.05.2024)
Konferenzveröffentlichung, Bibliographie

Tastan, Aylin ; Muma, Michael ; Zoubir, Abdelhak M. (2024)
Robust Regularized Locality Preserving Indexing for Fiedler Vector Estimation.
In: IEEE Open Journal of Signal Processing, 5
doi: 10.1109/OJSP.2024.3400683
Artikel, Bibliographie

Fabian, Christian ; Cui, Kai ; Koeppl, Heinz (2024)
Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex Approach.
12th International Conference on Learning Representations (ICLR 2024). Vienna, Austria (07.05.2024 - 11.05.2024)
Konferenzveröffentlichung, Bibliographie

Cui, Kai ; Hauck, Sascha ; Fabian, Christian ; Koeppl, Heinz (2024)
Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior.
12th International Conference on Learning Representations (ICLR 2024). Vienna, Austria (07.05.2024 - 11.05.2024)
Konferenzveröffentlichung, Bibliographie

Xu, Jing ; Wang, Xiangrong ; Zhang, Xuan ; Wang, Xianghua ; Zoubir, A. M. (2024)
Joint design of transmit precoding and antenna selection for multi-user multi-target MIMO DFRC.
In: Signal Processing, 218
doi: 10.1016/j.sigpro.2023.109364
Artikel, Bibliographie

Zhang, Xuan ; Wang, Xiangrong ; So, H. C. ; Zoubir, Abdelhak M. ; Zhang, J. Andrew ; Guo, Y. Jay (2024)
Transmit Waveform Design for Integrated Wideband MIMO Radar and Bi-Directional Communications.
In: IEEE Transactions on Vehicular Technology
doi: 10.1109/TVT.2024.3386755
Artikel, Bibliographie

Cui, Kai ; Dayanikli, Gökce ; Laurière, Mathieu ; Geist, Matthieu ; Pietquin, Oliver ; Koeppl, Heinz (2024)
Learning Discrete-Time Major-Minor Mean Field Games.
38th AAAI Conference on Artificial Intelligence. Vancouver, Canada (20.02.2024 - 27.02.2024)
doi: 10.1609/aaai.v38i9.28818
Konferenzveröffentlichung, Bibliographie

Chen, Che ; Chen, Lin ; Jiang, Xue ; Liu, Xingzhao ; Zoubir, Abdelhak M. (2024)
Deep Unrolling Network for SAR Image Despeckling.
49th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2024). Seoul, Republic of Korea (14.-19.04.2024)
doi: 10.1109/ICASSP48485.2024.10447792
Konferenzveröffentlichung, Bibliographie

Liu, Tianyi ; Deram, Sai Pavan ; Ardah, Khaled ; Haardt, Martin ; Pfetsch, Marc E. ; Pesavento, Marius (2024)
Gridless Parameter Estimation in Partly Calibrated Rectangular Arrays.
49th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2024). Seoul, Republic of Korea (14.-19.04.2024)
doi: 10.1109/ICASSP48485.2024.10446959
Konferenzveröffentlichung, Bibliographie

Fan, Yufan ; Pesavento, Marius (2024)
Localization in Sensor Networks Using Distributed Low-Rank Matrix Completion.
49th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2024). Seoul, Republic of Korea (14.04.-19.04.2024)
doi: 10.1109/ICASSP48485.2024.10447748
Konferenzveröffentlichung, Bibliographie

Gölz, Martin (2024)
Spatial inference via multiple hypothesis testing.
In: Science Talks, 9
doi: 10.1016/j.sctalk.2024.100313
Artikel, Bibliographie

Machkour, Jasin ; Muma, Michael ; Palomar, Daniel P. (2024)
High-Dimensional False Discovery Rate Control for Dependent Variables.
doi: 10.48550/arXiv.2401.15796
Report, Bibliographie

Machkour, Jasin ; Palomar, Daniel P. ; Muma, Michael (2024)
FDR-Controlled Portfolio Optimization for Sparse Financial Index Tracking.
doi: 10.48550/arXiv.2401.15139
Report, Bibliographie

Koka, Taulant ; Machkour, Jasin ; Muma, Michael (2024)
False Discovery Rate Control for Gaussian Graphical Models via Neighborhood Screening.
doi: 10.48550/arXiv.2401.09979
Report, Bibliographie

Machkour, Jasin ; Breloy, Arnaud ; Muma, Michael ; Palomar, Daniel P. ; Pascal, Frédéric (2024)
Sparse PCA with False Discovery Rate Controlled Variable Selection.
doi: 10.48550/arXiv.2401.08375
Report, Bibliographie

Eich, Yannick ; Alt, Bastian ; Koeppl, Heinz (2024)
Approximate Control for Continuous-Time POMDPs.
27th International Conference on Artificial Intelligence and Statistics. Valencia, Spain (02.05.2024 - 04.05.2024)
Konferenzveröffentlichung, Bibliographie

2023

Huang, Jiayi ; Zhang, Xuan ; Wang, Xiangrong ; Zoubir, Abdelhak M. (2023)
Transmit Sparse Array Beamformer Design for Dual-Function Radar Communication Systems.
IEEE International Radar Conference (RADAR2023). Sydney, Australia (06.-10.11.2023)
doi: 10.1109/RADAR54928.2023.10371099
Konferenzveröffentlichung, Bibliographie

Reich, Christoph ; Prangemeier, Tim ; Koeppl, Heinz (2023)
The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures.
International Conference on Computer Vision (ICCV 2023). Paris, France (02.-06.10.2023)
doi: 10.1109/ICCVW60793.2023.00426
Konferenzveröffentlichung, Bibliographie

Taştan, A. ; Muma, Michael ; Zoubir, A. M. (2023)
Fast and Robust Sparsity-Aware Block Diagonal Representation.
In: IEEE Transactions on Signal Processing, 72
doi: 10.1109/TSP.2023.3343565
Artikel, Bibliographie

Zhang, Wen ; Fan, Yufan ; Pesavento, Marius (2023)
Preserving Privacy in Distributed LASSO.
9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing. Herradura, Costa Rica (10.12. - 13.12.2023)
doi: 10.1109/CAMSAP58249.2023.10403477
Konferenzveröffentlichung, Bibliographie

Liu, Tianyi ; Matter, Frederic ; Sorg, Alexander ; Pfetsch, Marc E. ; Haardt, Martin ; Pesavento, Marius (2023)
Joint Sparse Estimation with Cardinality Constraint via Mixed-Integer Semidefinite Programming.
9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing. Herradura, Costa Rica (10.-13.12.2023)
doi: 10.1109/CAMSAP58249.2023.10403415
Konferenzveröffentlichung, Bibliographie

Machkour, Jasin ; Muma, Michael ; Palomar, Daniel P. (2023)
The Informed Elastic Net for Fast Grouped Variable Selection and FDR Control in Genomics Research.
9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing. Herradura, Costa Rica (10.12.2023 - 13.12.2023)
doi: 10.1109/CAMSAP58249.2023.10403489
Konferenzveröffentlichung, Bibliographie

Scheidt, Fabian ; Machkour, Jasin ; Muma, Michael (2023)
Solving FDR-Controlled Sparse Regression Problems with Five Million Variables on a Laptop.
9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing. Herradura, Costa Rica (10.12.2023 - 13.12.2023)
doi: 10.1109/CAMSAP58249.2023.10403478
Konferenzveröffentlichung, Bibliographie

Taleb, Dima (2023)
General Rank Transmit Beamforming Methods for Multicasting Networks.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00026388
Dissertation, Erstveröffentlichung, Verlagsversion

Dongare, Sumedh ; Ortiz Jimenez, Andrea Patricia ; Klein, Anja (2023)
Federated Deep Reinforcement Learning for Task Participation in Mobile Crowdsensing.
2023 IEEE Global Communications Conference. Kuala Lumpur, Malaysia (04.12.2023-08.12.2023)
doi: 10.1109/GLOBECOM54140.2023.10436786
Konferenzveröffentlichung, Bibliographie

Wang, Yi ; Xiang, Lin ; Klein, Anja (2023)
Energy-Constrained UAV Trajectory Design for Sensing Information Maximization.
2023 IEEE Global Communications Conference. Kuala Lumpur, Malaysia (04.12.2023-08.12.2023)
Konferenzveröffentlichung, Bibliographie

De Sombre, Wanja ; Marques, Felipe ; Pyttel, Friedrich ; Ortiz Jimenez, Andrea Patricia ; Klein, Anja (2023)
A Unified Approach to Learn Transmission Strategies Using Age-Based Metrics in Point-to-Point Wireless Communication.
2023 IEEE Global Communications Conference. Kuala Lumpur, Malaysia (04.12.2023-08.12.2023)
Konferenzveröffentlichung, Bibliographie

Xiang, Lin ; Zhang, Mengshuai ; Klein, Anja (2023)
Robust Dynamic Trajectory Optimization for UAV-Aided Localization of Ground Target.
2023 IEEE Global Communications Conference. Kuala Lumpur, Malaysia (04.12.2023-08.12.2023)
doi: 10.1109/GLOBECOM54140.2023.10437337
Konferenzveröffentlichung, Bibliographie

Wirth, Maximilian ; Ortiz Jimenez, Andrea Patricia ; Klein, Anja (2023)
Contextual Multi-Armed Bandits for Non-Stationary Heterogeneous Mobile Edge Computing.
2023 IEEE Global Communications Conference. Kuala Lumpur, Malaysia (04.12.2023-08.12.2023)
doi: 10.1109/GLOBECOM54140.2023.10437572
Konferenzveröffentlichung, Bibliographie

Kunz, Pertami J. ; Abid, Syrine ben ; Zoubir, Abdelhak M. (2023)
The Heterogeneity-Intensified and Heterogeneity Ratio-Stratified Bootstrap (HiS- and HeRS-Boot) Oversampling to Boost a Detector Performance.
IEEE Sensors 2023. Vienna, Austria (29.10.2023-01.11.2023)
doi: 10.1109/SENSORS56945.2023.10324861
Konferenzveröffentlichung, Bibliographie

Kunz, Pertami J. ; Zoubir, Abdelhak M. (2023)
Complex Seasonal Circular Block Bootstrap for Electricity Load Forecasting.
31st European Signal Processing Conference (EUSIPCO 2023). Helsinki, Finland (04.09.2023-08.09.2023)
doi: 10.23919/EUSIPCO58844.2023.10289737
Konferenzveröffentlichung, Bibliographie

Taştan, Aylin ; Muma, Michael ; Ollila, Esa ; Zoubir, Abdelhak M. (2023)
Sparsity-Aware Block Diagonal Representation for Subspace Clustering.
31st European Signal Processing Conference (EUSIPCO 2023). Helsinki, Finland (04.09.2023-08.09.2023)
doi: 10.23919/EUSIPCO58844.2023.10289969
Konferenzveröffentlichung, Bibliographie

Zhang, Yani ; Liu, Tianyi ; Pesavento, Marius (2023)
Direction-of-Arrival Estimation for Correlated Sources and Low Sample Size.
2023 31st European Signal Processing Conference (EUSIPCO). Helsinki, Finland (04.09.2023-08.09.2023)
doi: 10.23919/EUSIPCO58844.2023.10290019
Konferenzveröffentlichung, Bibliographie

Emrich, Jonas ; Koka, Taulant ; Wirth, Sebastian ; Muma, Michael (2023)
Accelerated Sample-Accurate R-Peak Detectors Based on Visibility Graphs.
31st European Signal Processing Conference (EUSIPCO). Helsinki, Finland (04.09.2024 - 08.09.2023)
doi: 10.23919/EUSIPCO58844.2023.10290007
Konferenzveröffentlichung, Bibliographie

De Sombre, Wanja ; Ortiz Jimenez, Andrea Patricia ; Aurzada, Frank ; Klein, Anja (2023)
Risk-Sensitive Optimization and Learning for Minimizing Age of Information in Point-to-Point Wireless Communications.
2023 IEEE International Conference on Communications Workshop. Rome, Italy (28.05.2023-01.06.2023)
doi: 10.1109/ICCWorkshops57953.2023.10283567
Konferenzveröffentlichung, Bibliographie

Mehler, Helena ; Simon, Bernd ; Klein, Anja (2023)
Online Learning in Matching Games for Task Offloading in Multi-Access Edge Computing.
58th International Conference on Communications. Rome, Italy (28.05.2023-01.06.2023)
doi: 10.1109/ICC45041.2023.10279031
Konferenzveröffentlichung, Bibliographie

Wang, Yi ; Xiang, Lin ; Klein, Anja (2023)
Completion Time Minimization for UAV-Based Communications with a Finite Buffer.
IEEE International Conference on Communication. Rome, Italy (28.05.2023-01.06.2023)
doi: 10.1109/ICC45041.2023.10278804
Konferenzveröffentlichung, Bibliographie

Berlea, D. V. ; Allport, P. ; Tortajada, I. Asensi ; Bortoletto, D. ; Buttar, C. ; Charbon, E. ; Dachs, F. ; Dao, V. ; Denizili, H. ; Dobrijevic, D. ; De Acedo, L. Flores Sanz ; Gabrielli, A. ; Gazi, M. ; Gonella, L. ; Gonzalez, V. ; Gustavino, G. ; LeBlanc, M. ; Oyulmaz, K. Y. ; Pernegger, H. ; Piro, F. ; Riedler, P. ; Van Rijnbach, M. ; Sandaker, H. ; Sharma, A. ; Snoeys, W. ; Sanchez, C. A. Solans ; Suligoj, T. ; Nunez, M. Vazquez ; Weick, J. ; Worm, S. ; Zoubir, A. M. (2023)
Radiation hardness of MALTA2, a monolithic active pixel sensor for tracking applications.
In: IEEE Transactions on Nuclear Science, 70 (10)
doi: 10.1109/TNS.2023.3313721
Artikel, Bibliographie

Huang, Huiping ; So, Hing Cheung ; Zoubir, Abdelhak M. (2023)
Sparse Array Beamformer Design via ADMM.
In: IEEE Transactions on Signal Processing, 71
doi: 10.1109/TSP.2023.3315448
Artikel, Bibliographie

Sterz, Artur ; Klose, Robin ; Sommer, Markus ; Höchst, Jonas ; Link, Jakob ; Simon, Bernd ; Klein, Anja ; Hollick, Matthias ; Freisleben, Bernd (2023)
Energy-efficient Broadcast Trees for Decentralized Data Dissemination in Wireless Networks.
48th Conference on Local Computer Networks. Daytona Beach, USA (02.10.2023-05.10.2023)
doi: 10.1109/LCN58197.2023.10223400
Konferenzveröffentlichung, Bibliographie

Cui, Kai ; Baumgärtner, Lars ; Yilmaz, Mustafa Burak ; Li, Mengguang ; Fabian, Christian ; Becker, Benjamin ; Xiang, Lin ; Bauer, Maximilian ; Koeppl, Heinz (2023)
UAV Swarms for Joint Data Ferrying and Dynamic Cell Coverage via Optimal Transport Descent and Quadratic Assignment.
48th Conference on Local Computer Networks. Daytona Beach, USA (02.10.2023 - 05.10.2023)
doi: 10.1109/LCN58197.2023.10223388
Konferenzveröffentlichung, Bibliographie

Zhang, Jing ; Zheng, Jinke ; Xiang, Lin ; Ge, Xiaohu (2023)
Risk-aware Online Optimization of Cross-Layer Resource Allocation in Next-Generation WLANs.
2023 IEEE/CIC International Conference on Communications in China. Dalian, Peoples Repuplic of CHina (10.08.2023 - 12.08.2023)
doi: 10.1109/ICCC57788.2023.10233666
Konferenzveröffentlichung, Bibliographie

Pernegger, H. ; Allport, P. ; Berlea, D. V. ; Birman, A. ; Bortoletto, D. ; Buttar, C. ; Charbon, E. ; Dachs, F. ; Dao, V. ; Denizli, H. ; Dobrijevic, D. ; Dyndal, M. ; Fenigstein, A. ; Flores Sanz de Acedo, L. ; Freeman, P. ; Gabrielli, A. ; Gazi, M. ; Gonella, L. ; Gonzalez, V. ; Gustavino, G. ; Haim, A. ; Kugathasan, T. ; LeBlanc, M. ; Munker, M. ; Oyulmaz, K. Y. ; Piro, F. ; Riedler, P. ; Sandaker, H. ; Schioppa, E. J. ; Sharma, A. ; Snoeys, W. ; Solans Sanchez, C. ; Suligoj, T. ; Toledano, E. ; van Rijnbach, M. ; Vazquez Nunez, M. ; Weick, J. ; Worm, S. ; Zoubir, A. M. (2023)
MALTA-Cz: a radiation hard full-size monolithic CMOS sensor with small electrodes on high-resistivity Czochralski substrate.
In: Journal of Instrumentation, 18 (09)
doi: 10.1088/1748-0221/18/09/P09018
Artikel, Bibliographie

Zhang, Ceyao ; Zhang, Tianjian ; Yin, Feng ; Zoubir, Abdelhak M. (2023)
Data-Adaptive M-Estimators for Robust Regression via Bi-Level Optimization.
In: Signal Processing, 210
doi: 10.1016/j.sigpro.2023.109063
Artikel, Bibliographie

Gargari, Amir Ashtari ; Ortiz Jimenez, Andrea Patricia ; Pagin, Matteo ; Klein, Anja ; Hollick, Matthias ; Zorzi, Michele ; Asadi, Arash (2023)
Safehaul: Risk-Averse Learning for Reliable mmWave Self-Backhauling in 6G Networks.
42nd IEEE Conference on Computer Communications (INFOCOM 2023). New York City, USA (17.05.2023 - 20.05.2023)
doi: 10.1109/INFOCOM53939.2023.10228969
Konferenzveröffentlichung, Bibliographie

Zhang, Jing ; Liu, Jing ; Xiang, Lin ; Ge, Xiaohu (2023)
Full-Link AoI Analysis of Uplink Transmission in Next-Generation FTTR WLAN.
97th Vehicular Technology Conference. Florence, Italy (20.06.2023 - 23.06.2023)
doi: 10.1109/VTC2023-Spring57618.2023.10200633
Konferenzveröffentlichung, Bibliographie

Machkour, Jasin ; Muma, Michael ; Palomar, Daniel P. (2023)
False Discovery Rate Control for Fast Screening of Large-Scale Genomics Biobanks.
22nd IEEE Statistical Signal Processing Workshop. Hanoi, Vietnam (02.07.2023 - 05.07.2023)
doi: 10.1109/SSP53291.2023.10207957
Konferenzveröffentlichung, Bibliographie

Fan, Yufan ; Trinh-Hoang, Minh ; Ardic, Cemil Emre ; Pesavento, Marius (2023)
Decentralized Eigendecomposition for Online Learning over Graphs with Applications.
In: IEEE Transactions on Signal and Information Processing over Networks, 9
doi: 10.1109/TSIPN.2023.3302658
Artikel, Bibliographie

Allevato, Gianni ; Haugwitz, Christoph ; Rutsch, Matthias ; Müller, Raphael ; Pesavento, Marius ; Kupnik, Mario (2023)
Two-Scale Sparse Spiral Array Design for 3D Ultrasound Imaging in Air.
In: IEEE Open Journal of Ultrasonics, Ferroelectrics, and Frequency Control, 3
doi: 10.1109/OJUFFC.2023.3303132
Artikel, Bibliographie

Huang, Huiping ; Liu, Qi ; So, Hing Cheung ; Zoubir, Abdelhak M. (2023)
Low-Rank and Row-Sparse Decomposition for Joint DOA Estimation and Distorted Sensor Detection.
In: IEEE Transactions on Aerospace and Electronic Systems, 59 (4)
doi: 10.1109/TAES.2023.3241886
Artikel, Bibliographie

Xu, Jing ; Wang, Xiangrong ; Qiao, Xingshuai ; Zoubir, Abdelhak M. (2023)
Sparse Array Design for Joint Communication Radar System via Antenna Selection.
16th International Symposium on Signals, Circuits and Systems (ISSCS2023). Iasi, Romania (13.-14.07.2023)
doi: 10.1109/ISSCS58449.2023.10190916
Konferenzveröffentlichung, Bibliographie

Koka, Taulant ; Tsakiris, Manolis C. ; Muma, Michael ; Haro, Benjamín Béjar (2023)
Shuffled Multi-Channel Sparse Signal Recovery.
doi: 10.48550/arXiv.2212.07368
Report, Bibliographie

Wang, Zhi-Yong ; So, Hing Cheung ; Zoubir, Abdelhak M. (2023)
Robust Low-Rank Matrix Recovery via Hybrid Ordinary-Welsch Function.
In: IEEE Transactions on Signal Processing, 71
doi: 10.1109/TSP.2023.3290353
Artikel, Bibliographie

Schroth, Christian A. ; Vlaski, Stefan ; Zoubir, Abdelhak M. (2023)
Attacks on Robust Distributed Learning Schemes via Sensitivity Curve Maximization.
24th International Conference on Digital Signal Processing. Rhodes, Greece (11.06.2023-13.06.2023)
doi: 10.1109/DSP58604.2023.10167919
Konferenzveröffentlichung, Bibliographie

Eckrich, Christian ; Schroth, Christian A. ; Jamali, Vahid ; Zoubir, Abdelhak M. (2023)
Radar Based Humans Localization with Compressed Sensing and Sparse Reconstruction.
24th International Conference on Digital Signal Processing. Rhodes, Greece (11.06.2023-13.06.2023)
doi: 10.1109/DSP58604.2023.10167990
Konferenzveröffentlichung, Bibliographie

Kunz, Pertami J. ; Zoubir, Abdelhak M. (2023)
Heterogeneity-Stratified Bootstrap Oversampling for Training a Spoiled Food Detector.
2023 24th International Conference on Digital Signal Processing. Rhodes, Greece (11.06.2023-13.06.2023)
doi: 10.1109/DSP58604.2023.10167943
Konferenzveröffentlichung, Bibliographie

Modi, Parth Daxesh ; Arshi, Kamyar ; Kunz, Pertami J. ; Zoubir, Abdelhak M. (2023)
A Data-driven Deep Learning Approach for Bitcoin Price Forecasting.
24th International Conference on Digital Signal Processing. Rhodes, Greece (11.06.2023-13.06.2023)
doi: 10.1109/DSP58604.2023.10167930
Konferenzveröffentlichung, Bibliographie

Cui, K. ; Li, M. ; Fabian, C. ; Koeppl, H. (2023)
Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control.
40th IEEE International Conference on Robotics and Automation (ICRA2023). London, United Kingdom (29.05.2023 - 02.06.2023)
doi: 10.1109/ICRA48891.2023.10161498
Konferenzveröffentlichung, Bibliographie

Huang, Huiping ; So, Hing Cheung ; Zoubir, Abdelhak M. (2023)
Convergence analysis of consensus-ADMM for general QCQP.
In: Signal Processing, 208
doi: 10.1016/j.sigpro.2023.108991
Artikel, Bibliographie

Wang, Zhiyong ; Li, Xiaopeng ; So, Cheung ; Zoubir, Abdelhak M. (2023)
Method And Electronic Device for Recovering Data Using Adaptive Rank-one Matrix Completion.
Norm, Patent, Standard, Bibliographie

Elsayed, Karim ; Rizk, Amr (2023)
Time-to-Live Caching With Network Delays: Exact Analysis and Computable Approximations.
In: IEEE/ACM Transactions on Networking, 31 (3)
doi: 10.1109/TNET.2022.3207914
Artikel, Bibliographie

Schroth, Christian A. ; Eckrich, Christian ; Fabian, Stefan ; Stryk, Oskar von ; Zoubir, Abdelhak M. ; Muma, Michael (2023)
Multi-Person Localization and Vital Sign Estimation Radar Dataset.
doi: 10.21227/4bzd-jm32
Forschungsdaten, Bibliographie

Gölz, Martin ; Zoubir, Abdelhak M. ; Koivunen, Visa (2023)
Spatial Inference Using Censored Multiple Testing with FDR Control.
2023 IEEE International Conference on Acoustics, Speech and Signal Processing. Rhodes Island, Greece (04.06.2023-10.06.2023)
doi: 10.1109/ICASSP49357.2023.10097059
Konferenzveröffentlichung, Bibliographie

Schroth, Christian A. ; Vlaski, Stefan ; Zoubir, Abdelhak M. (2023)
Robust M-Estimation Based Distributed Expectation Maximization Algorithm with Robust Aggregation.
2023 IEEE International Conference on Acoustics, Speech and Signal Processing. Rhodes Island, Greece (04.06.2023-10.06.2023)
doi: 10.1109/ICASSP49357.2023.10096191
Konferenzveröffentlichung, Bibliographie

Huang, Huiping ; Wu, Linlong ; Shankar, Bhavani ; Zoubir, Abdelhak M. (2023)
Sparse Array Design for Dual-Function Radar-Communications System.
In: IEEE Communications Letters, 27 (5)
doi: 10.1109/LCOMM.2023.3257739
Artikel, Bibliographie

Wang, Zhi-Yong ; Li, Xiao Peng ; So, Hing Cheung ; Zoubir, Abdelhak M. (2023)
Adaptive Rank-One Matrix Completion using Sum of Outer Products.
In: IEEE Transactions on Circuits and Systems for Video Technology, 33 (9)
doi: 10.1109/TCSVT.2023.3250651
Artikel, Bibliographie

Engelmann, Nicolai ; Schwarz, Tobias ; Kubaczka, Erik ; Hochberger, Christian ; Koeppl, Heinz (2023)
Context-Aware Technology Mapping in Genetic Design Automation.
In: ACS Synthetic Biology, 12 (2)
doi: 10.1021/acssynbio.2c00361
Artikel, Bibliographie

Simon, Bernd ; Keller, Katharina ; Sterz, Artur ; Freisleben, Bernd ; Hinz, Oliver ; Klein, Anja (2023)
A Multi-Stakeholder Modeling Framework for the Techno-Economic Analysis of Telecommunication Networks.
In: IEEE Communications Magazine, 61 (2)
doi: 10.1109/MCOM.001.2200318
Artikel, Bibliographie

Dachs, F. ; Allport, P. ; Asensi, I. ; Berlea, D. ; Bortoletto, D. ; Buttar, C. ; Charbon, E. ; Dao, V. ; Denizli, H. ; Dobrijevic, D. ; Flores Sanz de Acedo, L. ; Gabrielli, A. ; Gonella, L. ; Gonzalez, V. ; Gustavino, G. ; LeBlanc, M. ; Oyulmaz, K. ; Pernegger, H. ; Piro, F. ; Riedler, P. ; van Rijnbach, M. ; Sandaker, H. ; Sharma, A. ; Snoeys, W. ; Solans Sanchez, C. A. ; Suligoj, T. ; Vásquez, M. ; Vicente Barreto Pinto, M. ; Weick, J. ; Worm, S. ; Zoubir, A. M. (2023)
Development of a large-area, light-weight module using the MALTA monolithic pixel detector.
In: Nuclear Instruments and Methods in Physics Research Section A, 1047
doi: 10.1016/j.nima.2022.167809
Artikel, Bibliographie

Kiekenap, Kilian (2023)
Communication Resource Allocation in Wireless Networked Control Systems.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00022932
Dissertation, Erstveröffentlichung, Verlagsversion

Huang, Huiping (2023)
Sparse Array Signal Processing.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00023121
Dissertation, Erstveröffentlichung, Verlagsversion

Fabian, C. ; Cui, K. ; Koeppl, H. (2023)
Mean Field Games on Weighted and Directed Graphs via Colored Digraphons.
In: IEEE Control Systems Letters, 7
doi: 10.1109/LCSYS.2022.3227453
Artikel, Bibliographie

Tahir, A. ; Cui, K. ; Koeppl, H. (2023)
Learning Mean-Field Control for Delayed Information Load Balancing in Large Queuing Systems.
51st International Conference on Parallel Processing. Bordeaux, France (29.08.2022 - 01.09.2022)
doi: 10.1145/3545008.3545025
Konferenzveröffentlichung, Bibliographie

Tastan, Aylin (2023)
Contributions to Robust Graph Clustering: Spectral Analysis and Algorithms.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00024068
Dissertation, Erstveröffentlichung, Verlagsversion

Fabian, Christian ; Cui, Kai ; Koeppl, Heinz
Hrsg.: Ruiz, Francisco ; Dy, Jennifer ; van de Meent, Jan-Willem (2023)
Learning Sparse Graphon Mean Field Games.
26th International Conference on Artificial Intelligence and Statistics. Valencia, Spain (25.04.2023 - 27.04.2023)
Konferenzveröffentlichung, Bibliographie

Sterz, Artur ; Klose, Robin ; Sommer, Markus ; Höchst, Jonas ; Link, Jakob ; Simon, Bernd ; Klein, Anja ; Hollick, Matthias ; Freisleben, Bernd (2023)
Energy-Efficient Decentralized Broadcasting in Wireless Multi-Hop Networks.
In: Sensors, 23 (17)
doi: 10.3390/s23177419
Artikel, Bibliographie

2022

Zhang, Xuan ; Wang, Xiangrong ; So, Hing Cheung ; Zoubir, Abdelhak M. ; Cui, Guolong (2022)
Min-Max Optimization for MIMO Radar Waveform Design With Improved Power Efficiency.
In: IEEE Transactions on Signal Processing, 70
doi: 10.1109/TSP.2022.3233311
Artikel, Bibliographie

Yilmaz, Burak ; Xiang, Lin ; Klein, Anja (2022)
UAV-Assisted Delay-Sensitive Communications with Uncertain User Locations: A Cost Minimization Approach.
33rd International Symposium on Personal, Indoor and Mobile Radio Communications. virtual Conference (12.09.2022-15.09.2022)
doi: 10.1109/PIMRC54779.2022.9977912
Konferenzveröffentlichung, Bibliographie

Wang, Yi ; Xiang, Lin ; Zhang, Jing ; Ge, Xiaohu (2022)
Connectivity Analysis for Large-Scale Intelligent Reflecting Surface Aided mmWave Cellular Networks.
33rd International Symposium on Personal, Indoor and Mobile Radio Communications. virtual Conference (12.09.2022-15.09.2022)
doi: 10.1109/PIMRC54779.2022.9977979
Konferenzveröffentlichung, Bibliographie

Dongare, Sumedh ; Ortiz Jimenez, Andrea Patricia ; Klein, Anja (2022)
Deep Reinforcement Learning for Task Allocation in Energy Harvesting Mobile Crowdsensing.
GLOBECOM 2022 - 2022 IEEE Global Communications Conference. Rio de Janeiro, Brazil (04.12.2022-08.12.2022)
doi: 10.1109/GLOBECOM48099.2022.10001204
Konferenzveröffentlichung, Bibliographie

Quispe, Jaime ; Maciel, Tarcisio Ferreira ; Silva, Yuri Carvalho Barbosa ; Klein, Anja (2022)
RIS-assisted beamforming for energy efficiency in multiuser downlink transmissions.
GLOBECOM 2022 - 2022 IEEE Global Communications Conference. Rio de Janeiro, Brazil (04.12.2022-08.12.2022)
doi: 10.1109/GCWkshps56602.2022.10008573
Konferenzveröffentlichung, Bibliographie

Cetin, Ozdemir ; Chen, Mingzhi ; Ziegler, Paul ; Wild, Peter ; Koeppl, Heinz (2022)
Deep learning-based restaining of histopathological images.
International Conference on Bioinformatics and Biomedicine (BIBM 2022). Las Vegas, USA (06.-08.12.2022)
doi: 10.1109/BIBM55620.2022.9994934
Konferenzveröffentlichung, Bibliographie

Zerguine, Azzedine ; Ahmad, Jawwad ; Moinuddin, Muhammad ; Al-Saggaf, Ubaid M. ; Zoubir, Abdelhak M. (2022)
An efficient normalized LMS algorithm.
In: Nonlinear Dynamics, 110 (4)
doi: 10.1007/s11071-022-07773-0
Artikel, Bibliographie

Cui, Kai ; KhudaBukhsh, Wasiur R. ; Koeppl, Heinz (2022)
Hypergraphon mean field games.
In: Chaos: An Interdisciplinary Journal of Nonlinear Science, 32 (11)
doi: 10.1063/5.0093758
Artikel, Bibliographie

Engelmann, Nicolai ; Koeppl, Heinz (2022)
Forward-Backward Latent State Inference for Hidden Continuous-Time semi-Markov Chains.
36th Conference on Neural Information Processing Systems (NeurIPS 2022). New Orleans, USA (28.11.-09.12.2022)
Konferenzveröffentlichung, Bibliographie

Schultheis, Matthias ; Rothkopf, Constantin A. ; Koeppl, Heinz (2022)
Reinforcement Learning with Non-Exponential Discounting.
36th Conference on Neural Information Processing Systems (NeurIPS 2022). New Orleans, USA (28.11.-09.12.2022)
Konferenzveröffentlichung, Bibliographie

Ardah, Khaled ; Haardt, Martin ; Liu, Tianyi ; Matter, Frederic ; Pesavento, Marius ; Pfetsch, Marc E.
Hrsg.: Kutyniok, Gitta ; Rauhut, Holger ; Kunsch, Robert J. (2022)
Recovery Under Side Constraints.
In: Compressed Sensing in Information Processing, Auflage: 1. Auflage
doi: 10.1007/978-3-031-09745-4_7
Buchkapitel, Bibliographie

Vlaski, Stefan ; Schroth, Christian ; Muma, Michael ; Zoubir, Abdelhak M. (2022)
Robust and Efficient Aggregation for Distributed Learning.
30th European Signal Processing Conference. Belgrade, Serbia (29.08.2022-02.09.2022)
doi: 10.23919/EUSIPCO55093.2022.9909822
Konferenzveröffentlichung, Bibliographie

El-Hindi, Mahmoud ; Muma, Michael ; Zoubir, Abdelhak M. (2022)
Semi-Supervised Online Speaker Diarization using Vector Quantization with Alternative Codebooks.
30th European Signal Processing Conference. Belgrade, Serbia (29.08.2022-02.09.2022)
doi: 10.23919/EUSIPCO55093.2022.9909891
Konferenzveröffentlichung, Bibliographie

Machkour, Jasin ; Muma, Michael ; Palomar, Daniel P. (2022)
False Discovery Rate Control for Grouped Variable Selection in High-Dimensional Linear Models Using the T-Knock Filter.
30th European Signal Processing Conference. Belgrade, Serbia (29.08.2022-02.09.2022)
doi: 10.23919/EUSIPCO55093.2022.9909883
Konferenzveröffentlichung, Bibliographie

Machkour, Jasin ; Muma, Michael ; Palomar, Daniel P. (2022)
The Terminating-Random Experiments Selector: Fast High-Dimensional Variable Selection with False Discovery Rate Control.
doi: 10.48550/arXiv.2110.06048
Report, Bibliographie

LeBlanc, M. ; Allport, P. ; Asensi, I. ; Berlea, D. ; Bortoletto, D. ; Buttar, C. ; Dachs, F. ; Dao, V. ; Denizli, H. ; Dobrijevic, D. ; Flores, L. ; Gabrielli, A. ; Gonella, L. ; González, V. ; Gustavino, G. ; Oyulmaz, K. ; Pernegger, H. ; Piro, F. ; Riedler, P. ; Sandaker, H. ; Solans, C. ; Snoeys, W. ; Suligoj, T. ; van Rijnbach, M. ; Sharma, A. ; Weick, J. ; Worm, S. ; Zoubir, A. M. (2022)
Recent results with radiation-tolerant TowerJazz 180 nm MALTA sensors.
In: Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 1401
doi: 10.1016/j.nima.2022.167390
Artikel, Bibliographie

Koka, Taulant ; Muma, Michael (2022)
Fast and Sample Accurate R-Peak Detection for Noisy ECG Using Visibility Graphs.
44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society. Glasgow, United Kingdom (11.07.2022-15.07.2022)
doi: 10.1109/EMBC48229.2022.9871266
Konferenzveröffentlichung, Bibliographie

Anagnostopoulos, Nikolaos Athanasios ; Fan, Yufan ; Saleem, Muhammad Umair ; Mexis, Nico ; Gelóczi, Emiliia ; Klement, Felix ; Frank, Florian ; Schaller, André ; Arul, Tolga ; Katzenbeisser, Stefan (2022)
Testing Physical Unclonable Functions Implemented on Commercial Off-the-Shelf NAND Flash Memories Using Programming Disturbances.
12th International Conference on Consumer Electronics. Berlin, Germany (04.09.2022-05.09.2022)
doi: 10.1109/ICCE-Berlin56473.2022.10021310
Konferenzveröffentlichung, Bibliographie

Simon, Bernd ; Dongare, Sumedh ; Mahn, Tobias ; Ortiz Jimenez, Andrea Patricia ; Klein, Anja (2022)
Delay- and Incentive-Aware Crowdsensing: A Stable Matching Approach for Coverage Maximization.
2022 IEEE International Conference on Communications. Seoul, South Korea (16.05.2022-20.05.2022)
doi: 10.1109/ICC45855.2022.9838603
Konferenzveröffentlichung, Bibliographie

Lu, Guangping ; Zhang, Jing ; Xiang, Lin ; Ge, Xiaohu (2022)
A Global Optimization Method for Energy-Minimal UAV-Aided Data Collection over Fixed Flight Path.
2022 IEEE International Conference on Communications. Seoul, Republic of Korea (16.05.2022-20.05.2022)
doi: 10.1109/ICC45855.2022.9838554
Konferenzveröffentlichung, Bibliographie

Huang, Huiping ; So, Hing Cheung ; Zoubir, Abdelhak M. (2022)
Sparse Array Beamformer Design via ADMM.
12th Sensor Array and Multichannel Signal Processing Workshop. Trondheim, Norway (20.06.2022-23.06.2022)
doi: 10.1109/SAM53842.2022.9827781
Konferenzveröffentlichung, Bibliographie

Reinhard, D. ; Fauß, M. ; Zoubir, A. M. (2022)
Bayesian Sequential Joint Detection and Estimation Under Multiple Hypotheses.
In: Sequential Analysis, 41 (2)
doi: 10.1080/07474946.2022.2043053
Artikel, Bibliographie

Gölz, Martin ; Zoubir, Abdelhak M. ; Koivunen, Visa (2022)
Multiple Hypothesis Testing Framework for Spatial Signals.
In: IEEE Transactions on Signal and Information Processing over Networks, 8
doi: 10.1109/TSIPN.2022.3190735
Artikel, Bibliographie

Huang, H. ; Cheung So, H. ; Zoubir, A. M. (2022)
Off-grid direction-of-arrival estimation using second-order Taylor approximation.
In: Signal Processing, 196
doi: 10.1016/j.sigpro.2022.108513
Artikel, Bibliographie

Mauricio, Weskley V. F. ; Maciel, Tarcisio Ferreira ; Klein, Anja ; Marques Lima, Francisco Rafael (2022)
Scheduling for Massive MIMO with Hybrid Precoding using Contextual Multi-Armed Bandits.
In: IEEE Transactions on Vehicular Technology, 71 (7)
doi: 10.1109/TVT.2022.3166654
Artikel, Bibliographie

Fan, Yufan ; Ardic, Cemil Emre ; Trinh-Hoang, Minh ; Pesavento, Marius (2022)
Decentralized Online Direction-of-Arrival Estimation and Tracking.
Trondheim, Norway
doi: 10.1109/SAM53842.2022.9827864
Konferenzveröffentlichung, Bibliographie

Wirth, Maximilian ; Klein, Anja ; Ortiz Jimenez, Andrea Patricia (2022)
Risk-Aware Multi-Armed Bandits for Vehicular Communications.
95th Vehicular Technology Conference (VTC-Spring 2022). Helsinki, Finland (19.-22.06.2022)
doi: 10.1109/VTC2022-Spring54318.2022.9860715
Konferenzveröffentlichung, Bibliographie

Schenck, David ; Mestre, Xavier ; Pesavento, Marius (2022)
Probability of Resolution of MUSIC and g-MUSIC: An Asymptotic Approach.
In: IEEE Transactions on Signal Processing, 70
doi: 10.1109/TSP.2022.3178820
Artikel, Bibliographie

Köhs, L. ; Alt, B. ; Koeppl, H. (2022)
Markov Chain Monte Carlo for Continuous-Time Switching Dynamical Systems.
39th International Conference on Machine Learning. Baltimore, USA (17.07.2022-23.07.2022)
Konferenzveröffentlichung, Bibliographie

Li, Zipeng ; Xiang, Lin ; Ge, Xiaohu (2022)
Age of Information Modeling and Optimization for Fast Information Dissemination in Vehicular Social Networks.
In: IEEE Transactions on Vehicular Technology, 71 (5)
doi: 10.1109/TVT.2022.3154766
Artikel, Bibliographie

Gölz, Martin ; Zoubir, Abdelhak M. ; Koivunen, Visa (2022)
Improving Inference for Spatial Signals by Contextual False Discovery Rates.
47th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'22). Singapore (23.05.2022-27.05.2022)
doi: 10.1109/ICASSP43922.2022.9747596
Konferenzveröffentlichung, Bibliographie

Schenck, David ; Lübbe, Katja ; Trinh Hoang, Minh ; Pesavento, Marius (2022)
Partially Relaxed Orthogonal Least Squares Weighted Subspace Fitting Direction-of-Arrival Estimation.
2022 International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022). Singapore (22.05.2022-27.05.2022)
doi: 10.1109/ICASSP43922.2022.9747309
Konferenzveröffentlichung, Bibliographie

Gölz, Martin ; Zoubir, Abdelhak M. ; Koivunen, Visa (2022)
Estimating Test Statistic Distributions for Multiple Hypothesis Testing in Sensor Networks.
56th Annual Conference on Information Sciences and Systems. Princeton, USA (09.03.2022-11.03.2022)
doi: 10.1109/CISS53076.2022.9751186
Konferenzveröffentlichung, Bibliographie

Pambudi, Afief Dias ; Ahmad, Fauzia ; Zoubir, Abdelhak M. (2022)
Robust Copula-Based Detection of Shallow-Buried Landmines With Forward-Looking Radar.
In: IEEE Transactions on Aerospace and Electronic Systems, 58 (2)
doi: 10.1109/TAES.2021.3111851
Artikel, Bibliographie

Cui, K. ; Koeppl, H. (2022)
Learning Graphon Mean Field Games and Approximate Nash Equilibria.
10th International Conference on Learning Representations (ICLR 2022). virtual Conference (25.04.2022-29.04.2022)
Konferenzveröffentlichung, Bibliographie

Cui, Kai ; KhudaBukhsh, Wasiur R. ; Koeppl, Heinz (2022)
Motif-based mean-field approximation of interacting particles on clustered networks.
In: Phys. Rev. E, 105
doi: 10.1103/PhysRevE.105.L042301
Artikel, Bibliographie

Ourari, R. ; Cui, K. ; Elshamanhory, Ahmed A. ; Koeppl, H. (2022)
Nearest-Neighbor-based Collision Avoidance for Quadrotors via Reinforcement Learning.
doi: 10.48550/arXiv.2104.14912
Report, Bibliographie

Azem, S. ; Tahir, A. ; Koeppl, H. (2022)
Dynamic Time Slot Allocation Algorithm for Quadcopter Swarms.
19th Annual Consumer Communications & Networking Conference. virtuell Conference (08.01.2022-11.01.2022)
doi: 10.1109/CCNC49033.2022.9700712
Konferenzveröffentlichung, Bibliographie

Allevato, Gianni ; Rutsch, Matthias ; Hinrichs, Jan ; Haugwitz, Christoph ; Müller, Raphael ; Pesavento, Marius ; Kupnik, Mario (2022)
Air-Coupled Ultrasonic Spiral Phased Array for High-Precision Beamforming and Imaging.
In: IEEE Open Journal of Ultrasonics, Ferroelectrics, and Frequency Control, 2
doi: 10.1109/OJUFFC.2022.3142710
Artikel, Bibliographie

Fasil, Mousie (2022)
Application-Aware Cross-Layer Framework for Wireless Multihop Networks.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00020294
Dissertation, Erstveröffentlichung, Verlagsversion

Alt, Bastian (2022)
Model-Based Bayesian Inference, Learning, and Decision-Making with Applications in Communication Systems.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00020515
Dissertation, Erstveröffentlichung, Verlagsversion

Schenck, David (2022)
Development and Performance Analysis of Direction-of-Arrival Estimators.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00021563
Dissertation, Erstveröffentlichung, Verlagsversion

Kübert, Thomas (2022)
Personalization of Hearing Aids using Daily Routine Recognition and Sensor Fusion.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00021426
Dissertation, Erstveröffentlichung, Verlagsversion

Ourari, Ramzi ; Cui, Kai ; Elshamanhory, Ahmed ; Koeppl, Heinz (2022)
Nearest-Neighbor-based Collision Avoidance for Quadrotors via Reinforcement Learning.
doi: 10.1109/ICRA46639.2022.9812221
Konferenzveröffentlichung, Bibliographie

Taştan, Aylin ; Muma, Michael ; Zoubir, Abdelhak M. (2022)
Eigenvalue-Based Block Diagonal Representation and Application to p-Nearest Neighbor Graphs.
30th European Signal Processing Conference. Belgrade, Serbia (29.08.2022-02.09.2022)
doi: 10.23919/EUSIPCO55093.2022.9909832
Konferenzveröffentlichung, Bibliographie

Cui, K. ; Yilmaz, M. B. ; Tahir, A. ; Klein, A. ; Koeppl, H. (2022)
Optimal Offloading Strategies for Edge-Computing via Mean-Field Games and Control.
Rio de Janeiro, Brazil
doi: 10.1109/GLOBECOM48099.2022.10001412
Konferenzveröffentlichung, Bibliographie

Liu, Tianyi ; Tillmann, Andreas M. ; Yang, Yang ; Eldar, Yonina C. ; Pesavento, Marius (2022)
Extended Successive Convex Approximation for Phase Retrieval with Dictionary Learning.
In: IEEE Transactions on Signal Processing, 70
doi: 10.1109/TSP.2022.3233253
Artikel, Bibliographie

Köhs, Lukas ; Kukovetz, Kerri ; Rauh, Oliver ; Koeppl, Heinz (2022)
Nonparametric Bayesian inference for meta-stable conformational dynamics.
In: Physical Biology, 19 (5)
doi: 10.1088/1478-3975/ac885e
Artikel, Bibliographie

Hessinger, Carolin ; Schüßler, Martin ; Klos, Sabrina ; Kochanek, Markus ; Jakoby, Rolf (2022)
Numerical Optimization of an Open-Ended Coaxial Slot Applicator for the Detection and Microwave Ablation of Tumors.
In: Biology, 10 (9)
doi: 10.3390/biology10090914
Artikel, Bibliographie

2021

Mahn, Tobias ; Klein, Anja (2021)
A Global Orchestration Matching Framework for Energy-Efficient Multi-Access Edge Computing.
10th IEEE International Conference on Cloud Networking. virtual Conference (08.11.2021-10.11.2021)
doi: 10.1109/CloudNet53349.2021.9657120
Konferenzveröffentlichung, Bibliographie

Matter, Frederic ; Fischer, Tobias ; Pesavento, Marius ; Pfetsch, Marc E. (2021)
Ambiguities in Direction-of-Arrival Estimation with Linear Arrays.
In: IEEE Transactions on Signal Processing, (submitted)
Artikel, Bibliographie

Simon, Bernd ; Destan, Mete ; Klein, Anja (2021)
Reliable Two-Timescale Scheduling in a Multi-User Downlink Channel with Hard Deadlines.
IEEE Global Communications Conference 2021. virtual Conference and Madrid, Spain (07.12.2021-11.12.2021)
doi: 10.1109/GLOBECOM46510.2021.9685408
Konferenzveröffentlichung, Bibliographie

Quispe, Jaime ; Maciel, Tarcisio Ferreira ; Silva, Yuri Carvalho Barbosa ; Klein, Anja (2021)
Beamforming and link activation methods for energy efficient RIS-aided transmissions in C-RANs.
IEEE Global Communications Conference 2021. virtual Conference and Madrid, Spain (07.12.2021-11.12.2021)
doi: 10.1109/GLOBECOM46510.2021.9685593
Konferenzveröffentlichung, Bibliographie

Quispe, Jaime ; Maciel, Tarcisio Ferreira ; Silva, Yuri Carvalho Barbosa ; Klein, Anja (2021)
Joint Beamforming and BS Selection for Energy-Efficient Communications via Aerial-RIS.
IEEE Global Communications Conference 2021. virtual Conference and Madrid, Spain (07.12.2021-11.12.2021)
doi: 10.1109/GCWkshps52748.2021.9681981
Konferenzveröffentlichung, Bibliographie

Kiekenap, Kilian ; Ortiz Jimenez, Andrea Patricia ; Klein, Anja (2021)
Energy-Optimal Short Packet Transmission for Time-Critical Control.
94th Vehicular Technology Conference (VTC2021-Fall). virtual Conference (27.09.2021-30.09.2021)
doi: 10.1109/VTC2021-Fall52928.2021.9625205
Konferenzveröffentlichung, Bibliographie

Taştan, A. ; Muma, M. ; Zoubir, A. M. (2021)
Robust Spectral Clustering: A Locality Preserving Feature Mapping Based on M-estimation.
29th European Signal Processing Conference (EUSIPCO). virtual Conference (23.08.2021-27.08.2021)
doi: 10.23919/EUSIPCO54536.2021.9616292
Konferenzveröffentlichung, Bibliographie

Schenck, David ; Hoang-Minh, Trinh ; Pesavento, Marius (2021)
Partially Relaxed Fourier Domain Direction of Arrival Estimation.
29th European Signal Processing Conference. virtual Conference (23.08.2021-27.08.2021)
doi: 10.23919/EUSIPCO54536.2021.9616338
Konferenzveröffentlichung, Bibliographie

Fan, Yufan ; Trinh-Hoang, Minh ; Pesavento, Marius (2021)
Decentralized Eigendecomposition for Online Learning over Graphs.
29th European Signal Processing Conference (EUSIPCO). Dublin, Ireland (23.08.2021-27.08.2021)
doi: 10.23919/EUSIPCO54536.2021.9616034
Konferenzveröffentlichung, Bibliographie

Schladt, T. ; Engelmann, N. ; Kubaczka, E. ; Hochberger, C. ; Koeppl, H. (2021)
Automated Design of Robust Genetic Circuits: Structural Variants and Parameter Uncertainty.
In: ACS Synthetic Biology, 2021, 10
doi: 10.1021/acssynbio.1c00193
Artikel, Bibliographie

Pathak, Priyanka ; Marquezan, Clarissa ; Trivisonno, Riccardo ; Pesavento, Marius (2021)
Towards Cost-efficient Reliable Vehicle-MEC Connectivity for B5G Mobile Networks: Challenges and Future Directions.
94th Vehicular Technology Conference: VTC2021-Fall. virtual Conference (27.10.2021-28.10.2021)
Konferenzveröffentlichung, Bibliographie

Machkour, J. ; Muma, M. ; Palomar, D. P. (2021)
The Terminating-Knockoff Filter: Fast High-Dimensional Variable Selection with False Discovery Rate Control.
doi: 10.48550/arXiv.2110.06048
Report, Bibliographie

Prangemeier, T. ; Wildner, C. ; Françani, A. ; Reich, C. ; Koeppl, H. (2021)
Yeast cell segmentation in microstructured environments with deep learning.
In: Biosystems
doi: 10.1016/j.biosystems.2021.104557
Artikel, Bibliographie

Taştan, A. ; Muma, M. ; Zoubir, A. M. (2021)
Sparsity-aware Robust Community Detection (SPARCODE).
In: Signal Processing, 187
doi: 10.1016/j.sigpro.2021.108147
Artikel, Bibliographie

Köhs, L. ; Alt, B. ; Koeppl, H. (2021)
Variational Inference for Continuous-Time Switching Dynamical Systems.
35th Conference on Neural Information Processing Systems. virtual Conference (06.12.2021-14.12.2021)
Konferenzveröffentlichung, Bibliographie

Prangemeier, T. ; Reich, C. ; Wildner, C. ; Koeppl, H. (2021)
Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy.
24th International Conference on Medical Image Computing and Computer-Assisted Intervention. Strasbourg, France (27.09.2021-01.10.2021)
doi: 10.1007/978-3-030-87237-3_46
Konferenzveröffentlichung, Bibliographie

Lehr, François-Xavier ; Kuzembayeva, Alina ; Bailey, Megan E. ; Kleindienst, Werner ; Kabisch, Johannes ; Koeppl, Heinz (2021)
Functionalizing cell-free systems with CRISPR-associated proteins: Application to RNA-based circuit engineering.
In: ACS Synthetic Biology, 10 (9)
doi: 10.1021/acssynbio.0c00386
Artikel, Bibliographie

Alkhalili, Yassin ; Weil, Jannis ; Tahir, Anam ; Meuser, Tobias ; Koldehofe, Boris ; Mauthe, Andreas ; Koeppl, Heinz ; Steinmetz, Ralf (2021)
Towards QoE-Driven Optimization of Multi-Dimensional Content Streaming.
In: Electronic Communications of the EASST, 80
doi: 10.14279/tuj.eceasst.80.1167
Artikel, Bibliographie

Kruk, N. ; Carrillo, J.A. ; Koeppl, H. (2021)
A Finite Volume Method for Continuum Limit Equations of Nonlocally Interacting Active Chiral Particles.
In: Journal of Computational Physics, 440
doi: 10.1016/j.jcp.2021.110275
Artikel, Bibliographie

Gölz, Martin ; Zoubir, Abdelhak M. ; Koivunen, Visa (2021)
Multiple Hypothesis Testing Framework for Spatial Signals.
Report, Bibliographie

Schladt, Tobias ; Engelmann, Nicolai ; Kubaczka, Erik ; Hochberger, Christian ; Koeppl, Heinz (2021)
Automated Design of Robust Genetic Circuits: Structural Variants and Parameter Uncertainty.
doi: 10.1101/2021.08.13.456094
Report, Bibliographie

Lizio, R. ; Liebana Vinas, S. ; Zoubir, A. M. ; Muma, M. ; Schäck, T. (2021)
Methods to Estimate the Blood Pressure and the Arterial Stiffness Based on Photoplethysmographic (PPG) Signals.
Norm, Patent, Standard, Bibliographie

Taştan, A. ; Muma, M. ; Zoubir, A. M. (2021)
Robust Regularized Locality Preserving Indexing for Fiedler Vector Estimation.
doi: 10.48550/arXiv.2107.12070
Report, Bibliographie

Linzner, D. ; Koeppl, H. (2021)
Active Learning of Continuous-time Bayesian Networks through Interventions.
38th International Conference on Machine Learning. virtual Conference (18.07.2021-24.07.2021)
Konferenzveröffentlichung, Bibliographie

Zhang, Jing ; Zhang, Yanxia ; Xiang, Lin ; Sun, Yan ; Ng, Derrick Wing Kwan ; Jo, Minho (2021)
Robust Energy-Efficient Transmission for Wireless-Powered D2D Communication Networks.
In: IEEE Transactions on Vehicular Technology, 70 (8)
doi: 10.1109/TVT.2021.3095626
Artikel, Bibliographie

Ion, Ion Gabriel ; Wildner, C. ; Loukrezis, D. ; Koeppl, H. ; De Gersem, H. (2021)
Tensor-train approximation of the chemical master equation and its application for parameter inference.
In: The Journal of Chemical Physics, 155 (3)
doi: 10.1063/5.0045521
Artikel, Bibliographie

Ardah, Khaled ; Haardt, Martin ; Liu, Tianyi ; Matter, Frederic ; Pesavento, Marius ; Pfetsch, Marc E. (2021)
Recovery under Side Constraints.
doi: 10.48550/arXiv.2106.09375
Report, Bibliographie

Kuebert, T. ; Puder, H. ; Koeppl, H. (2021)
Improving Daily Routine Recognition in Hearing Aids Using Sequence Learning.
In: IEEE Access, 9
doi: 10.1109/ACCESS.2021.3092763
Artikel, Bibliographie

Schroth, C. A. ; Muma, M. (2021)
Real Elliptically Skewed Distributions and Their Application to Robust Cluster Analysis.
In: IEEE Transactions on Signal Processing, 69
doi: 10.1109/TSP.2021.3092373
Artikel, Bibliographie

Jin, D. ; Zoubir, A. M. ; Cheung So, H. ; Yin, Feng (2021)
Exploiting Sparsity of Ranging Biases for NLOS Mitigation.
In: IEEE Transactions on Signal Processing, 69
doi: 10.1109/TSP.2021.3090593
Artikel, Bibliographie

Lewandowsky, Jan ; Dongare, Sumedh Jitendra ; Martín Lima, Rocío ; Adrat, Marc ; Schrammen, Matthias ; Jax, Peter (2021)
Genetic Algorithms to Maximize the Relevant Mutual Information in Communication Receivers.
In: Electronics, 10 (12)
doi: 10.3390/electronics10121434
Artikel, Bibliographie

Zeng, W.-J. ; So, H. C. ; Chen, J. ; Zoubir, A. M. (2021)
Method for processing electronic data.
Norm, Patent, Standard, Bibliographie

Hoang-Minh, T. ; El-Korso, Mohammed Nabil ; Pesavento, Marius (2021)
A Partially-Relaxed Robust DOA Estimator under Non-Gaussian Low-Rank Interference and Noise.
IEEE International Conference on Acoustics, Speech and Signal Processing. Toronto, Canada (virtual) (06.06.2021-11.06.2021)
doi: 10.1109/ICASSP39728.2021.9413951
Konferenzveröffentlichung, Bibliographie

Schenck, David ; Mestre, Xavier ; Pesavento, Marius (2021)
Probability of Resolution of G-MUSIC: An Asymptotic Approach.
IEEE International Conference on Acoustics,Speech and Signal Processing. Toronto, Canada (virtuell) (06.06.2021-11.06.2021)
doi: 10.1109/ICASSP39728.2021.9414025
Konferenzveröffentlichung, Bibliographie

Pambudi, A. D. ; Ahmad, F. ; Zoubir, A. M. (2021)
A Robust Copula Model for Radar-Based Landmine Detection.
2021 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2021). virtual Conference (06.06.2021-11.06.2021)
doi: 10.1109/ICASSP39728.2021.9413694
Konferenzveröffentlichung, Bibliographie

Liu, Tianyi ; Tillmann, Andreas M. ; Yang, Yang ; Eldar, Yonina ; Pesavento, Marius (2021)
A Parallel Algorithm for Phase Retrieval with Dictionary Learning.
46th IEEE International Conference on Acoustics,Speech and Signal Processing. virtual Conference (06.06.2021-11.06.2021)
doi: 10.1109/ICASSP39728.2021.9413991
Konferenzveröffentlichung, Bibliographie

Reinhard, D. ; Fauß, M. ; Zoubir, A. M. (2021)
An Asymptotically Pointwise Optimal Procedure for Sequential Joint Detection and Estimation.
46th International Conference on Acoustics, Speech and Signal Processing (ICASSP). virtual Conference (06.06.2021-11.06.2021)
doi: 10.1109/ICASSP39728.2021.9414365
Konferenzveröffentlichung, Bibliographie

Huang, H. ; Zoubir, A. M. (2021)
Low-Rank and Sparse Decomposition for Joint DOA Estimation and Contaminated Sensors Detection with Sparsely Contaminated Arrays.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Toronto, Canada (virtual conference) (06.06.2021-11.06.2021)
doi: 10.1109/ICASSP39728.2021.9413843
Konferenzveröffentlichung, Bibliographie

Teklehaymanot, F. K. ; Muma, M. ; Zoubir, A. M. (2021)
Robust Bayesian Cluster Enumeration Based on the t Distribution.
In: Signal Processing, 182
doi: 10.1016/j.sigpro.2020.107870
Artikel, Bibliographie

Muma, M. ; Ollila, E. ; Pascal, F. (2021)
Special issue on statistical signal processing solutions and advances for data science: Complex, dynamic and large-scale settings.
In: Signal Processing, 182
doi: 10.1016/j.sigpro.2020.107892
Artikel, Bibliographie

Schroth, C. A. ; Muma, M. (2021)
Robust M-Estimation Based Bayesian Cluster Enumeration for Real Elliptically Symmetric Distributions.
In: IEEE Transactions on Signal Processing, 69
doi: 10.1109/TSP.2021.3072482
Artikel, Bibliographie

Ortiz Jimenez, Andrea Patricia ; Weber, Tobias ; Klein, Anja (2021)
Multi-Agent Reinforcement Learning for Energy Harvesting Two-Hop Communications With a Partially Observable System State.
In: IEEE Transactions on Green Communications and Networking, 5 (1)
doi: 10.1109/TGCN.2020.3026453
Artikel, Bibliographie

Kuebert, T. ; Puder, H. ; Koeppl, H. (2021)
Daily Routine Recognition for Hearing Aid Personalization.
In: SN Computer Science, 2 (3)
doi: 10.1007/s42979-021-00538-3
Artikel, Bibliographie

Engels, F. ; Heidenreich, P. ; Wintermantel, M. ; Stäcker, L. ; Al Kadi, M. ; Zoubir, A. M. (2021)
Automotive Radar Signal Processing: Research Directions and Practical Challenges.
In: IEEE Journal of Selected Topics in Signal Processing, 15 (4)
doi: 10.1109/JSTSP.2021.3063666
Artikel, Bibliographie

Fauß, M. ; Zoubir, A. M. ; Poor, H. V. (2021)
Minimax Robust Detection: Classic Results and Recent Advances.
In: IEEE Transactions on Signal Processing, 69
doi: 10.1109/TSP.2021.3061298
Artikel, Bibliographie

Zeng, W.-J. ; So, H. C. ; Chen, J. ; Zoubir, A. M. (2021)
Method for processing electronic data.
Norm, Patent, Standard, Bibliographie

Kiekenap, Kilian ; Klein, Anja (2021)
Optimum Sensor Value Transmission Scheduling for Linear Wireless Networked Control Systems.
92nd Vehicular Technology Conference. virtual Conference (18.12.2020-16.12.2020)
doi: 10.1109/VTC2020-Fall49728.2020.9348559
Konferenzveröffentlichung, Bibliographie

Seifert, A.-K. ; Grimmer, M. ; Zoubir, A. M. (2021)
Doppler Radar for the Extraction of Biomechanical Parameters in Gait Analysis.
In: IEEE Journal of Biomedical and Health Informatics, 25 (2)
doi: 10.1109/JBHI.2020.2994471
Artikel, Bibliographie

Yilmaz, Burak ; Ortiz Jimenez, Andrea Patricia ; Klein, Anja (2021)
Delay Minimization for Edge Computing with Dynamic Server Computing Capacity: a learning approach.
GLOBECOM 2020 - Global Communications Conference. virtual Conference (07.12.2020-11.12.2020)
doi: 10.1109/GLOBECOM42002.2020.9322420
Konferenzveröffentlichung, Bibliographie

Reinhard, D. ; Zoubir, A. M. (2021)
Distributed Sequential Joint Detection and Estimation for non-Gaussian Noise.
28th European Signal Processing Conference. virtual Conference (18.01.2021-21.01.2021)
doi: 10.23919/Eusipco47968.2020.9287815
Konferenzveröffentlichung, Bibliographie

Linzner, Dominik (2021)
Scalable Inference in Graph-coupled Continuous-time Markov Chains.
Technische Universität Darmstadt
doi: 10.12921/tuprints-00017403
Dissertation, Erstveröffentlichung, Verlagsversion

Cui, Kai ; Koeppl, Heinz (2021)
Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning.
24th International Conference on Artificial Intelligence and Statistics. Virtual Conference (13.04.2021-15.04.2021)
Konferenzveröffentlichung, Bibliographie

Wildner, C. ; Koeppl, H. (2021)
Moment-Based Variational Inference for Stochastic Differential Equations.
24th International Conference on Artificial Intelligence and Statistics (AISTATS). virtual Conference (13.04.2021-15.04.2021)
Konferenzveröffentlichung, Bibliographie

Lehr, François-Xavier (2021)
Engineering and testing RNA-circuits in cell-free systems.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00015408
Dissertation, Erstveröffentlichung, Verlagsversion

Heidenreich, P. ; Zoubir, A. M. ; Bilik, I. ; Greco, M. ; Torlak, M. (2021)
Editorial: Introduction to the Issue on Recent Advances in Automotive Radar Signal Processing.
In: IEEE Journal of Selected Topics in Signal Processing, 15 (4)
doi: 10.1109/JSTSP.2021.3083445
Artikel, Bibliographie

Cui, K. ; Tahir, A. ; Sinzger, M. ; Koeppl, H. (2021)
Discrete-Time Mean Field Control with Environment States.
60th Conference on Decision and Control (CDC2021). virtual Conference (13.12.2021-15.12.2021)
Konferenzveröffentlichung, Bibliographie

Jin, Di (2021)
Wireless Network Localization via Cooperation.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00019654
Dissertation, Erstveröffentlichung, Verlagsversion

Pambudi, Afief Dias (2021)
Robust Signal Processing for Landmine Detection with Forward-Looking Radar.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00019672
Dissertation, Erstveröffentlichung, Verlagsversion

Reinhard, Dominik (2021)
Sequential Joint Detection and Estimation: Optimal Procedures and Asymptotic Results.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00019741
Dissertation, Erstveröffentlichung, Verlagsversion

Reich, C. ; Prangemeier, T. ; Özdemir, C. ; Koeppl, H. (2021)
OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data.
32nd British Machine Vision Conference. virtual Conference (22.11.2021-25.11.2021)
Konferenzveröffentlichung, Bibliographie

Sukhanov, Sergey (2021)
Clustering, classifying and matching patterns with ensemble techniques.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00019897
Dissertation, Erstveröffentlichung, Verlagsversion

2020

Prangemeier, Tim ; Reich, C. ; Koeppl, H. (2020)
Attention-Based Transformers for Instance Segmentation of Cells in Microstructures.
IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2020). virtual Conference (16.12.2020-19.12.2020)
doi: 10.1109/BIBM49941.2020.9313305
Konferenzveröffentlichung, Bibliographie

Kruk, Nikita (2020)
Collective Dynamics of Large Scale Multiagent Systems with Nonlocal Interactions.
Technische Universität Darmstadt
doi: 10.25534/tuprints-00017368
Dissertation, Erstveröffentlichung, Verlagsversion

Prangemeier, Tim ; Wildner, C. ; Francani, A. O. ; Reich, C. ; Koeppl, H. (2020)
Multiclass Yeast Segmentation in Microstructured Environments with Deep Learning.
International Conference on Computational Intelligence in Bioinformatics and Computational Biology. virtual Conference (27.10.2020-29.10.2020)
doi: 10.1109/CIBCB48159.2020.9277693
Konferenzveröffentlichung, Bibliographie

Taştan, A. ; Muma, M. ; Zoubir, A. M. (2020)
An Unsupervised Approach for Graph-based Robust Clustering of Human Gait Signatures.
IEEE Radar Conference. virtual Conference (21.09.2020-25.09.2020)
doi: 10.1109/RadarConf2043947.2020.9266313
Konferenzveröffentlichung, Bibliographie

Kruk, N. ; Maistrenko, Y. ; Koeppl, H. (2020)
Solitary states in the mean-field limit.
In: Chaos: An Interdisciplinary Journal of Nonlinear Science, 30 (11)
doi: 10.1063/5.0029585
Artikel, Bibliographie

Kar, Sounak ; Rehrmann, Robin ; Mukhopadhyay, Arpan ; Alt, Bastian ; Ciucu, Florin ; Koeppl, Heinz ; Binnig, Carsten ; Rizk, Amr (2020)
On the Throughput Optimization in Large-Scale Batch-Processing Systems.
38th International Symposium on Computer Performance, Modeling, Measurements and Evaluation (PERF 2020). virtual Conference (02.11.2020-06.11.2020)
Konferenzveröffentlichung, Bibliographie

Pietsch, Martin ; Klein, Anja ; Steinke, Florian (2020)
Merging Microgrids for Optimal Distribution Grid Restoration under Explicit Communication Constraints.
Resilience Week 2020 Symposium. virtual Conference (19.10.2020-23.10.2020)
doi: 10.1109/RWS50334.2020.9241251
Konferenzveröffentlichung, Bibliographie

Alt, B. ; Schultheis, M. ; Koeppl, H. (2020)
POMDPs in Continuous Time and Discrete Spaces.
34th Conference on Neural Information Processing Systems. virtual Conference (06.12.2020-12.12.2020)
Konferenzveröffentlichung, Bibliographie

Sim, Gek Hong ; Mousavi, Mahdi ; Wang, Lin ; Klein, Anja ; Hollick, Matthias (2020)
Joint Relaying and Spatial Sharing Multicast Scheduling for mmWave Networks.
21st IEEE International Symposium on World of Wireless, Mobile and Multimedia Networks (WoWMoM 2020). virtual Conference (31.08.2020-03.09.2020)
doi: 10.1109/WoWMoM49955.2020.00033
Konferenzveröffentlichung, Bibliographie

Mahn, Tobias ; Klein, Anja (2020)
Energy-Efficient Application-Aware Mobile Edge Computing with Multiple Access Points.
31st International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2020). virtual Conference (31.08.2020-03.09.2020)
doi: 10.1109/PIMRC48278.2020.9217376
Konferenzveröffentlichung, Bibliographie

Jiang, X. ; Chen, J. ; Liu, X. ; Zoubir, A. M. ; Zhou, Z. (2020)
Phase-Only Robust Minimum Dispersion Beamforming.
In: IEEE Transactions on Signal Processing, 68
doi: 10.1109/TSP.2020.3026177
Artikel, Bibliographie

Fauß, M. ; Zoubir, A. M. ; Poor, H. V. (2020)
Minimax Optimal Sequential Hypothesis Tests for Markov Processes.
In: Annals of Statistics, 48 (5)
doi: 10.1214/19-AOS1899
Artikel, Bibliographie

Yin, F. ; Pan, L. ; Chen, T. ; Theodoridis, S. ; Luo, Zhi-Quan ; Zoubir, A. M. (2020)
Linear Multiple Low-Rank Kernel Based Stationary Gaussian Processes Regression for Time Series.
In: IEEE Transactions on Signal Processing, 68
doi: 10.1109/TSP.2020.3023008
Artikel, Bibliographie

Machkour, J. ; Muma, M. ; Alt, B. ; Zoubir, A. M. (2020)
A Robust Adaptive Lasso Estimator for the Independent Contamination Model.
In: Signal Processing, 174
doi: 10.1016/j.sigpro.2020.107608
Artikel, Bibliographie

Pambudi, A. D. ; Ahmad, F. ; Zoubir, A. M. (2020)
Copula-Based Robust Landmine Detection in Multi-View Forward-Looking GPR Imagery.
2020 IEEE Radar Conference. Florence, Italy (virtual Conference) (21.09.2020-25.09.2020)
doi: 10.1109/RadarConf2043947.2020.9266450
Konferenzveröffentlichung, Bibliographie

Pambudi, Afief D. ; Gölz, Martin ; Ahmad, Fauzia ; Zoubir, Abdelhak M. (2020)
A Spatial Inference Approach for Landmine Detection Using Forward-Looking GPR.
2020 IEEE Radar Conference. virtual Conference (21.09.2020-25.09.2020)
doi: 10.1109/RadarConf2043947.2020.9266441
Konferenzveröffentlichung, Bibliographie

Ruppel, F. ; Muma, M. ; Zoubir, A. M. (2020)
Globally Optimal Robust Matrix Completion Based on M-estimation.
30th International Workshop on Machine Learning for Signal Processing (MLSP 2020). Espoo, Finland (virtual Conference) (21.09.2020-24.09.2020)
doi: 10.1109/MLSP49062.2020.9231573
Konferenzveröffentlichung, Bibliographie

Sinzger, Mark ; Gehri, Maximilian ; Koeppl, Heinz (2020)
Poisson channel with binary Markov input and average sojourn time constraint.
2020 IEEE International Symposium on Information Theory (ISIT'20). virtual Conference (21.06.2020-26.06.2020)
doi: 10.1109/ISIT44484.2020.9174360
Konferenzveröffentlichung, Bibliographie

Kruk, N. ; Carrillo, J.A. ; Koeppl, H. (2020)
Traveling bands, clouds and vortices of chiral active matter.
In: Physical Review E, 102 (2)
doi: 10.1103/PhysRevE.102.022604
Artikel, Bibliographie

Khan, Faheem Khan ; Slock, Dirk ; Papadias, Costantinos ; Ratnarajah, Tharmalingam ; Pesavento, Marius (2020)
Advanced Dynamic Spectrum 5G Mobile Networks Employing Licensed Shared Access.
In: IEEE Communications Magazine, 58 (7)
doi: 10.1109/MCOM.001.1900742
Artikel, Bibliographie

Yang, S. ; Koeppl, H. (2020)
The Hawkes Edge Partition Model for Continuous-time Event-based Temporal Networks.
36th Conference on Uncertainty in Artificial Intelligence (UAI). virtual Conference (03.08.2020-06.08.2020)
Konferenzveröffentlichung, Bibliographie

Mahn, Tobias ; Wirth, Maximilian ; Klein, Anja (2020)
Game Theoretic Algorithm for Energy Efficient Mobile Edge Computing with Multiple Access Points.
8th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (Mobile Cloud 2020). Oxford, United Kingdom (03.-06.08.2020)
doi: 10.1109/MobileCloud48802.2020.00013
Konferenzveröffentlichung, Bibliographie

Engelmann, N. ; Linzner, D. ; Koeppl, H. (2020)
Continuous-Time Bayesian Networks with Clocks.
International Conference on Machine Learning 2020. virtual Conference (12.07.2019-18.07.2019)
Konferenzveröffentlichung, Bibliographie

Allevato, Gianni ; Hinrichs, Jan ; Rutsch, Matthias ; Adler, Jan ; Jäger, Axel ; Pesavento, Marius ; Kupnik, Mario (2020)
Real-Time 3D Imaging using an Air-Coupled Ultrasonic Phased-Array.
In: IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control
doi: 10.1109/TUFFC.2020.3005292
Artikel, Bibliographie

Sinzger, M. ; Gehri, M. ; Koeppl, H. (2020)
Poisson channel with binary Markov input and average sojourn time constraint.
ISIT'20 - International Symposium on Information Theory. virtual online conference (21.06.2020-26.06.2020)
doi: 10.1109/ISIT44484.2020.9174360
Konferenzveröffentlichung, Bibliographie

Ben Dali, O. ; Pondrom, P. ; Sessler, G. M. ; Zhukov, S. ; Seggern, H. von ; Zhang, X. ; Kupnik, M. (2020)
Cantilever-based ferroelectret energy harvesting.
In: Applied Physics Letters, 116 (24)
doi: 10.1063/5.0006620
Artikel, Bibliographie

Taleb, Dima ; Pesavento, Marius (2020)
Rank regularized beamforming in single group multicasting networks.
11th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2020). Virtual Conference (08.06.2020-11.06.2020)
Konferenzveröffentlichung, Bibliographie

Fan, Yufan ; Hegde, Ganapati ; Masouros, Christos ; Pesavento, Marius (2020)
Interference Exploitation-based Hybrid Precoding with Robustness Against Channel Errors.
11th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2020). Virtual Conference (08.06.2020-11.06.2020)
Konferenzveröffentlichung, Bibliographie

Wang, Xingran ; Liu, Tianyi ; Trinh Hoang, Minh ; Pesavento, Marius (2020)
GPU-accelerated parallel optimization for sparse regularization.
11th IEEE Sensor Array and Multichannel Signal Processing Workshop. virtual Conference (08.06.2020-11.06.2020)
doi: 10.1109/SAM48682.2020.9104328
Konferenzveröffentlichung, Bibliographie

Mauricio, Weskley ; Maciel, Tarcisio Ferreira ; Lima, F. ; Klein, Anja (2020)
Learning-Based Scheduling: Contextual Bandits For Massive MIMO Systems.
2020 IEEE International Conference on Communications Workshops (ICC Workshops). virtual Conference (07.06.2020-11.06.2020)
doi: 10.1109/ICCWorkshops49005.2020.9145188
Konferenzveröffentlichung, Bibliographie

Prangemeier, Tim ; Lehr, F.-X. ; Schoeman, R.M. ; Koeppl, H. (2020)
Microfluidic platforms for the dynamic characterisation of synthetic circuitry.
In: Current Opinion in Biotechnology, 63
doi: 10.1016/j.copbio.2020.02.002
Artikel, Bibliographie

Huang, H. ; Zoubir, A. M. ; So, H. C. (2020)
A Compressive Sensing Approach for Single-Snapshot Adaptive Beamforming.
11th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM). Hangzhou, China (08.06.2020-11.06.2020)
doi: 10.1109/SAM48682.2020.9104359
Konferenzveröffentlichung, Bibliographie

Sukhanov, S. ; Debes, C. ; Zoubir, A. M. (2020)
Dynamic pattern matching with multiple queries on large scale data streams.
In: Signal Processing, 171
doi: 10.1016/j.sigpro.2019.107402
Artikel, Bibliographie

KhudaBukhsh, W. R. ; Kar, S. ; Alt, B. ; Rizk, A. ; Koeppl, H. (2020)
Generalized Cost-Based Job Scheduling in Very Large Heterogenous Cluster Systems.
In: IEEE Transactions on Parallel and Distributed Systems (TPDS), 31 (11)
doi: 10.1109/TPDS.2020.2997771
Artikel, Bibliographie

Reinhard, D. ; Fauß, M. ; Zoubir, A. M. (2020)
Sequential Joint Detection and Estimation with an Application to Joint Symbol Decoding and Noise Power Estimation.
45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Barcelona, Spain (04.05.2020-08.05.2020)
doi: 10.1109/ICASSP40776.2020.9053877
Konferenzveröffentlichung, Bibliographie

Jin, D. ; Yin, F. ; Fauß, M. ; Muma, M. ; Zoubir, A. M. (2020)
Exploiting Sparsity for Robust Sensor Network Localization in Mixed LOS/NLOS Environments.
45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Barcelona, Spain (04.05.2020-08.05.2020)
doi: 10.1109/ICASSP40776.2020.9054501
Konferenzveröffentlichung, Bibliographie

Jiang, X. ; Zoubir, A. M. ; Liu, X. (2020)
Robust Matrix Completion via lP-Greedy Pursuits.
45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Barcelona, Spain (04.05.2020-08.05.2020)
doi: 10.1109/ICASSP40776.2020.9054509
Konferenzveröffentlichung, Bibliographie

Huang, H. ; So, H. C. ; Zoubir, A. M. (2020)
Extended Cyclic Coordinate Descent for Robust Row-sparse Signal Reconstruction in the Presence of Outliers.
45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Barcelona, Spain (04.05.2020-08.05.2020)
doi: 10.1109/ICASSP40776.2020.9054540
Konferenzveröffentlichung, Bibliographie

Hegde, Ganapati ; Masouros, Christos ; Pesavento, Marius (2020)
Robust Hybrid Precoding for Interference Exploitation in Massive MIMO Systems.
45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020). virtual Conference (04.05.2020-08.05.2020)
doi: 10.1109/ICASSP40776.2020.9052973
Konferenzveröffentlichung, Bibliographie

Schenck, David ; Mester, Xavier ; Pesavento, Marius (2020)
Probability of Resolution of Partially Relaxed Deterministic Maximum Likelihood: An Asymptotic Approach.
In: Transactions on Signal Processing
doi: 10.1109/TSP.2020.2993990
Artikel, Bibliographie

Schenck, David ; Mestre, Xavier ; Pesavento, Marius (2020)
Asymptotic Stochastic Analysis of Partially Relaxed DML.
45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020). Barcelona, Spain (04.05.2020-08.05.2020)
Konferenzveröffentlichung, Bibliographie

Trinh Hoang, Minh ; Ma, Wing-Kin ; Pesavento, Marius (2020)
A Partial Relaxation DOA Estimator Based on Orthogonal Matching Pursuit.
45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020). virtual Conference (04.05.2020-08.05.2020)
doi: 10.1109/ICASSP40776.2020.9053401
Konferenzveröffentlichung, Bibliographie

Trinh Hoang, Minh ; Viberg, Mats ; Pesavento, Marius (2020)
Cramer-Rao Bound for DOA Estimators under the Partial Relaxation Framework: Derivation and Comparison.
In: Transactions on Signal Processing
doi: 10.1109/TSP.2020.2992855
Artikel, Bibliographie

Mousavi, Mahdi ; Klein, Anja (2020)
Energy and Social Cost Minimization for Data Dissemination in Wireless Networks: Centralized and Decentralized Approaches.
In: IEEE Transactions on Vehicular Technology, 69 (5)
doi: 10.1109/TVT.2020.2981894
Artikel, Bibliographie

Steffens, Christian ; Pesavento, Marius
Hrsg.: Ratnarajah, Tharmalingam ; Papadias, Costantinos B. ; Slock, Dirk T. M. (2020)
Collaborative Sensing Techniques.
In: Spectrum Sharing: The Next Frontier in Wireless Networks
doi: 10.1002/9781119551539.ch7
Buchkapitel, Bibliographie

Reinhard, D. ; Fauß, M. ; Zoubir, A. M. (2020)
Distributed Joint Detection and Estimation: A Sequential Approach.
54th Annual Conference on Information Sciences and Systems (CISS 2020). Princeton, USA (18.03.2020-20.03.2020)
Konferenzveröffentlichung, Bibliographie

Taleb, Dima ; Pesavento, Marius (2020)
General rank beamfoming using full rate real-value OSTBC for multicasting networks.
24th International ITG Workshop on Smart Antennas (WSA 2020). Hamburg (18.02.2020-20.02.2020)
Konferenzveröffentlichung, Bibliographie

Kushe, Gerta ; Yang, Yang ; Pesavento, Marius (2020)
A Block Successive Convex Approximation Framework for Multidimensional Harmonic Retrieval and Imperfect Measurements.
24th International ITG Workshop on Smart Antennas (WSA 2020). Hamburg (18.02.2020-20.02.2020)
Konferenzveröffentlichung, Bibliographie

Pambudi, A. D. ; Fauß, M. ; Ahmad, F. ; Zoubir, A. M. (2020)
Minimax Robust Landmine Detection Using Forward-Looking Ground Penetrating Radar.
In: IEEE Transactions on Geoscience Remote Sensing, 58 (7)
doi: 10.1109/TGRS.2020.2971956
Artikel, Bibliographie

Linzner, D. ; Heinz, K. (2020)
A Variational Perturbative Approach to Planning in Graph-based Markov Decision Processes.
AAAI-20 - Thirty-Fourth AAAI Conference on Artificial Intelligence. New York, USA (07.02.2020-12.02.2020)
Konferenzveröffentlichung, Bibliographie

Pesavento, Marius ; Bahlke, Florian
Hrsg.: Luo, Fa-Long (2020)
Machine Learning for Optimal Resource Allocation.
In: Machine Learning for Future Wireless Communications
doi: 10.1002/9781119562306.ch5
Buchkapitel, Bibliographie

Yang, Yang ; Pesavento, Marius ; Luo, Zhi-Quan ; Ottersten, Björn (2020)
Inexact Block Coordinate Descent Algorithms for Nonsmooth Nonconvex Optimization.
In: Transactions on Signal Processing, 68
doi: 10.1109/TSP.2019.2959240
Artikel, Bibliographie

Jin, D. ; Yin, F. ; Fritsche, C. ; Gustafsson, F. ; Zoubir, A. M. (2020)
Bayesian Cooperative Localization Using Received Signal Strength With Unknown Path Loss Exponent: Message Passing Approaches.
In: IEEE Transactions on Signal Processing, 68 (1)
doi: 10.1109/TSP.2020.2969048
Artikel, Bibliographie

Kumar, S. ; Lun, X.-K. ; Bodenmiller, B. ; Rodriguez Martinez, M. ; Koeppl, H. (2020)
Stabilized Reconstruction of Signaling Networks from Single-Cell Cue-Response Data.
In: Scientific reports, 10
doi: 10.1038/s41598-019-56444-5
Artikel, Bibliographie

Müller, Raphael ; Schenck, David ; Allevato, Gianni ; Rutsch, Matthias ; Hinrichs, Jan ; Kupnik, Mario ; Pesavento, Marius (2020)
Dictionary-Based Learning for 3D-Imaging with Air-Coupled Ultrasonic Phased Arrays.
International Ultrasonics Symposium (IUS 2020). virtual Conference (07.09.2020-11.09.2020)
doi: 10.1109/IUS46767.2020.9251726
Konferenzveröffentlichung, Bibliographie

Mousavi, Mahdi ; Shatri, Hussein al- ; Klein, Anja (2020)
Cost Sharing Games for Energy-Efficient Multi-Hop Broadcast in Wireless Networks.
In: IEEE Transactions on Wireless Communications, 19 (1)
doi: 10.1109/TWC.2019.2944374
Artikel, Bibliographie

Yang, Sikun (2020)
Non-parametric Bayesian Latent Factor Models for Network Reconstruction.
Technische Universität Darmstadt
doi: 10.25534/tuprints-00009695
Dissertation, Erstveröffentlichung

Mousavi Toroujeni, Seyed Mahdi (2020)
Game Theory for Multi-hop Broadcast in Wireless Networks.
Technische Universität Darmstadt
doi: 10.25534/tuprints-00009284
Dissertation, Erstveröffentlichung

Hohmann, Fabian (2020)
Cooperative Communication in Wireless OFDMA Multi-Hop Networks.
Technische Universität Darmstadt
doi: 10.25534/tuprints-00011541
Dissertation, Erstveröffentlichung

Papsdorf, Daniel (2020)
Relay-Aided Communication in Large Interference Limited Wireless Networks.
Technische Universität Darmstadt
doi: 10.25534/tuprints-00011624
Dissertation, Erstveröffentlichung

Trinh Hoang, Minh (2020)
Partial Relaxation: A Computationally Efficient Direction-of-Arrival Estimation Framework.
Technische Universität Darmstadt
doi: 10.25534/tuprints-00011767
Dissertation, Erstveröffentlichung

Bronstein, Leo (2020)
Approximation and Model Reduction for the Stochastic Kinetics of Reaction Networks.
Technische Universität Darmstadt
doi: 10.25534/tuprints-00013433
Dissertation, Erstveröffentlichung

Seifert, Ann-Kathrin (2020)
Signal Processing for Radar-Based Gait Analysis.
Technische Universität Darmstadt
doi: 10.25534/tuprints-00014228
Dissertation, Erstveröffentlichung

Kar, Sounak ; Rehrmann, Robin ; Mukhopadhyay, Arpan ; Alt, Bastian ; Ciucu, Florin ; Koeppl, Heinz ; Binnig, Carsten ; Rizk, Amr (2020)
On the Throughput Optimization in Large-scale Batch-processing Systems.
In: Performance Evaluation, 144
doi: 10.1016/j.peva.2020.102142
Artikel, Bibliographie

2019

Schenck, David ; Mestre, Xavier ; Pesavento, Marius (2019)
Probability of Resolution of Partially Relaxed DML an Asymptotic Approach.
2019 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP). Guadeloupe, West Indies (15.12.2019-18.12.2019)
Konferenzveröffentlichung, Bibliographie

Ardah, Khaled ; Pesavento, Marius ; Haardt, Martin (2019)
A Novel Sensing Matrix Design for Compressed Sensing Via Mutual Coherence Minimization.
2019 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP). Guadeloupe, West Indies (15.12.2019-18.12.2019)
Konferenzveröffentlichung, Bibliographie

Liu, Tianyi ; Hoang-Minh, T. ; Yang, Yang ; Pesavento, Marius (2019)
A block Coordinate Descent Algorithm for Sparse Gaussian Graphical Model Interference with Laplacian Constraints.
8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP'19). Guadeloupe, West Indies (15.12.2019-18.12.2019)
doi: 10.1109/CAMSAP45676.2019.9022643
Konferenzveröffentlichung, Bibliographie

Zheng, X. ; Hegde, Ganapati ; Pesavento, Marius (2019)
Interference Exploitation-Based Hybrid Precoding with Low-Resolution DACs.
2019 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing. Guadeloupe, West Indies (15.12.2019-18.12.2019)
Konferenzveröffentlichung, Bibliographie

Dytso, A. ; Fauß, M. ; Zoubir, A. M. ; Poor, H. V. (2019)
MMSE Bounds for Additive Noise Channels Under Kullback-Leibler Divergence Constraints on the Input Distribution.
In: IEEE Transactions on Signal Processing, 67 (24)
doi: 10.1109/TSP.2019.2951221
Artikel, Bibliographie

Kuebert, Thomas ; Puder, Henning ; Koeppl, Heinz (2019)
Daily Routine Recognition with Visual Interactive Labeling by Fusing Acceleration and Audio Signals.
19th International Symposium on Signal Processing and Information Technology. Ajman, United Arab Emirates (10.12.2019-12.12.2019)
doi: 10.1109/ISSPIT47144.2019.9001791
Konferenzveröffentlichung, Bibliographie

Yang, Yang ; Pesavento, Marius ; Luo, Zhi-Quan ; Ottersten, Björn (2019)
Inexact Block Coordinate Descent Algorithms for Nonsmooth Nonconvex Optimization.
In: Transactions on Signal Processing, 2019
doi: 10.1109/TSP.2019.2959240
Artikel, Bibliographie

Hegde, Ganapati ; Masouros, Christos ; Pesavento, Marius (2019)
Coordinated Hybrid Precoding for Interference Exploitation in Heterogeneous Networks.
In: IEEE Communication Letters
doi: 10.1109/LCOMM.2019.2933840
Artikel, Bibliographie

Stein, M. S. ; Fauß, M. (2019)
Latency Analysis for Sequential Detection in Low-Complexity Binary Radio Systems.
In: IEEE Transactions on Communications, 67 (12)
Artikel, Bibliographie

Dawel, L. ; Seifert, A.-K. ; Muma, M. ; Zoubir, A. M. (2019)
A Robust Genetic Algorithm for Feature Selection and Parameter Optimization in Radar-based Gait Analysis.
8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP). Guadeloupe, West Indies (15.12.2019-18.12.2019)
Konferenzveröffentlichung, Bibliographie

Zhang, Y. ; Teklehaymanot, F. K. ; Muma, M. ; Zoubir, A. M. (2019)
Distributed Robust Bayesian Cluster Enumeration Criterion for Unsupervised Learning.
8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP). Guadeloupe, West Indies (15.12.2019-18.12.2019)
Konferenzveröffentlichung, Bibliographie

Li, Y. ; Fauß, M. ; Zoubir, A. M. (2019)
Logistic Regression With Robust Bootstrapping.
8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP). Guadeloupe, West Indies (15.12.2019-18.12.2019)
Konferenzveröffentlichung, Bibliographie

Ortiz Jimenez, Andrea Patricia ; Asadi, Arash ; Sim, Gek Hong ; Steinmetzer, Daniel ; Hollick, Matthias (2019)
SCAROS: A Scalable and Robust Self-backhauling Solution for Highly Dynamic Millimeter-Wave Networks.
In: IEEE Journal on Selected Areas in Communications, 37 (12)
doi: 10.1109/JSAC.2019.2947925
Artikel, Bibliographie

Altintan, Derya ; Koeppl, Heinz (2019)
Hybrid master equation for jump-diffusion approximation of biomolecular reaction networks.
In: BIT Numerical Mathematics, (2)
doi: 10.1007/s10543-019-00781-4
Artikel, Bibliographie

Gölz, Martin ; Muma, Michael ; Halme, Topi ; Zoubir, Abdelhak M. ; Koivunen, Visa (2019)
Spatial Inference in Sensor Networks using Multiple Hypothesis Testing and Bayesian Clustering.
27th European Signal Processing Conference. A Coruña, Spain (02.09.2019-06.09.2019)
doi: 10.23919/EUSIPCO.2019.8902986
Konferenzveröffentlichung, Bibliographie

Liu, Tianyi ; Trinh Hoang, Minh ; Yang, Yang ; Pesavento, Marius (2019)
A Parallel optimization Approach on the Infinity Norm Minimization Problem.
27th European Signal Processing Conference (EUSIPCO). A Coruna, Spain (02.09.2019-06.09.2019)
doi: 10.23919/EUSIPCO.2019.8902548
Konferenzveröffentlichung, Bibliographie

Ortiz Jimenez, Andrea Patricia (2019)
Optimization and Learning Approaches for Energy Harvesting Wireless Communication Systems.
Technische Universität Darmstadt
Dissertation, Erstveröffentlichung

Yang, Yang ; Pesavento, Marius ; Luo, Zhi-Quan ; Ottersten, Björn (2019)
Block Successive Convex Approximation Algorithms for Nonsmooth Nonconvex Optimization.
53rd Annual Asilomar Conference on Signals, Systems and Computers. Pacific Grove, California, USA (03.11.2019-06.11.2019)
Konferenzveröffentlichung, Bibliographie

Hohmann, Fabian ; Ortiz, Andrea ; Klein, Anja (2019)
Optimal Resource Allocation Policy for Multi-Rate Opportunistic Forwarding.
IEEE Wireless Communications and Networking. Marrakesch, Marokko (15.04.2019-18.04.2019)
doi: 10.1109/WCNC.2019.8885462
Konferenzveröffentlichung, Bibliographie

Tahir, Anam ; Shatri, Hussein al- ; Kiekenap, Kilian ; Klein, Anja (2019)
Ultra-Reliable Low Latency Communication for Consensus Control in Multi-Agent Systems.
IEEE Wireless Communications and Networking. Marrakesch, Marokko (15.04.2019-19.04.2019)
doi: 10.1109/WCNC.2019.8885936
Konferenzveröffentlichung, Bibliographie

Zeng, W.-J. ; So, H. C. ; Chen, J. ; Zoubir, A. M. (2019)
Systems and Methods for Signal Processing Using Coordinate Descent Techniques for Unit Modulus Least Squares (UMLS) and Unit-Modulus Quadratic Program (UMQP).
Norm, Patent, Standard, Bibliographie

Hegde, Ganapati (2019)
Energy-Efficient and Robust Hybrid Analog-Digital Precoding for Massive MIMO Systems.
Technische Universität Darmstadt
Dissertation, Erstveröffentlichung

KhudaBukhsh, Wasiur R. ; Auddy, Arnab ; Disser, Yann ; Koeppl, Heinz (2019)
Approximate Lumpability for Markovian Agent-based Models Using Local Symmetries.
In: Jounal of Applied Probability, 56 (3)
doi: 10.1017/jpr.2019.44
Artikel, Bibliographie

Alt, B. ; Šošić, A. ; Koeppl, H. (2019)
Correlation Priors for Reinforcement Learning.
33rd Conference on Neural Information Processing Systems (NeurIPS 2019). Vancouver, Kanada (09.12.2019-13.12.2019)
Konferenzveröffentlichung, Bibliographie

Kassaw, A. ; Hailemariam, D. ; Fauß, M. ; Zoubir, A. M. (2019)
Fractional Programming for Energy Efficient Power Control in Uplink Massive {MIMO} Systems.
27th European Signal Processing Conference (EUSIPCO). A Coruña, Spain (02.09.2019-06.09.2019)
Konferenzveröffentlichung, Bibliographie

Pambudi, A. D. ; Fauß, M. ; Ahmad, F. ; Zoubir, A. M. (2019)
Forward Looking GPR-Based Landmine Detection Using a Robust Likelihood Ratio Test.
27th European Signal Processing Conference (EUSIPCO). A Coruña, Spain
Konferenzveröffentlichung, Bibliographie

Reinhard, D. ; Fauß, M. ; Zoubir, A. M. (2019)
Bayesian Sequential Joint Signal Detection and Signal-to-Noise Ratio Estimation.
27th European Signal Processing Conference (EUSIPCO). A Coruña, Spain (02.09.2019-06.09.2019)
Konferenzveröffentlichung, Bibliographie

Seifert, A.-K. ; Reinhard, D. ; Zoubir, A. M. ; Amin, M. G. (2019)
A Robust and Sequential Approach for Detecting Gait Asymmetry Based on Radar Micro-Doppler Signatures.
27th European Signal Processing Conference (EUSIPCO). A Coruña, Spain (02.09.2019-06.09.2019)
Konferenzveröffentlichung, Bibliographie

Lehr, François-Xavier ; Hanst, Maleen ; Vogel, Marc ; Kremer, Jennifer ; Göringer, H. Ulrich ; Suess, Beatrix ; Koeppl, Heinz (2019)
Cell-free prototyping of AND-logic gates based on heterogeneous RNA activators.
In: ACS Synthetic Biology, 8 (9)
doi: 10.1021/acssynbio.9b00238
Artikel, Bibliographie

Linzner, D. ; Schmidt, M. ; Koeppl, H. (2019)
Scalable Structure Learning of Continuous-Time Bayesian Networks from Incomplete Data.
33rd Conference on Neural Information Processing Systems (NeurIPS 2019). Vancouver, Canada (09.12.2019-13.12.2019)
Konferenzveröffentlichung, Bibliographie

Ortiz Jimenez, Andrea Patricia ; Weber, Tobias ; Klein, Anja (2019)
Resource Allocation in Energy Harvesting Multiple Access Scenarios via Combinatorial Learning.
20th International Workshop on Signal Processing Advances in Wireless Communications. Cannes, Frankreich (02.07.2019-05.07.2019)
doi: 10.1109/SPAWC.2019.8815452
Konferenzveröffentlichung, Bibliographie

Papsdorf, Daniel ; Velumani, Sakthivel ; Klein, Anja (2019)
MIMO Multi-Group Multi-Way Relaying: Interference Alignment in a Partially Connected Network.
20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC). Cannes, France (02.07.2019-05.07.2019)
doi: 10.1109/SPAWC.2019.8815541
Konferenzveröffentlichung, Bibliographie

Fortunati, S. ; Gini, F. ; Greco, M. S. ; Zoubir, A. M. ; Rangaswamy, M. (2019)
Semiparametric CRB and Slepian-Bangs formulas for Complex Elliptically Symmetric Distributions.
In: IEEE Transactions on Signal Processing, 67 (20)
Artikel, Bibliographie

Ortiz Jimenez, Andrea Patricia ; Asadi, Arash ; Engelhardt, Max ; Hollick, Matthias ; Klein, Anja (2019)
CBMoS: Combinatorial Bandit Learning for Mode Selection and Resource Allocation in D2D Systems.
In: IEEE Journal on Selected Areas in Communications, 37 (10)
doi: 10.1109/JSAC.2019.2933764
Artikel, Bibliographie

Kebede, T. ; Kassaw, A. ; Wondie, Y. ; Stenibrunn, J. (2019)
Joint Evaluation of Spectral Efficiency, Energy Efficiency and Transmission Reliability in Massive MIMO Systems.
7th International Conference on Advancements of Science and Technology (ICAST). Bahir Dar, Ethiopia (02.08.2019-04.08.2019)
Konferenzveröffentlichung, Bibliographie

Yang, Yang ; Pesavento, Marius ; Chatzinotas, Symeon ; Ottersten, Björn (2019)
Energy Efficiency Optimization in MIMO Interference Channels: A Successive Pseudoconvex Approximation Approach.
In: Transactions on Signal Processing, (15)
doi: 10.1109/TSP.2019.2923141
Artikel, Bibliographie

Anagnostopoulos, Nikolaos Athanasios ; Fan, Yufan ; Arul, Tolga ; Sarangdhar, Ravi ; Katzenbeisser, Stefan (2019)
Lightweight security solutions for IoT implementations in space.
3th Topical Workshop on Internet of Space (TWIOS'19). Orlando, USA (20.01.2019-23.01.2019)
doi: 10.1109/TWIOS.2019.8771257
Konferenzveröffentlichung, Bibliographie

Hegde, Ganapati ; Masouros, Christos ; Pesavento, Marius (2019)
Interference Exploitation-based Hybrid Precoding with Robustness Against Phase Errors.
In: IEEE Transactions on Wireless Communications, 18 (7)
doi: 10.1109/TWC.2019.2917064
Artikel, Bibliographie

Halme, Topi ; Gölz, Martin ; Koivunen, Visa (2019)
Bayesian Multiple Hypothesis Testing for Distributed Detection in Sensor Networks.
2019 IEEE Data Science Workshop. Minneapolis, USA (02.06.2019-05.06.2019)
doi: 10.1109/DSW.2019.8755597
Konferenzveröffentlichung, Bibliographie

Wildner, Christian ; Koeppl, Heinz
Hrsg.: PMLR (2019)
Moment-Based Variational Inference for Markov Jump Processes.
International Conference on Machine Learning. Long Beach, California, USA (09.06.2019-15.06.2019)
Konferenzveröffentlichung, Bibliographie

Khawatmi, S. ; Zoubir, A. M. ; Sayed, A. H. (2019)
Decentralized Decision-Making Over Multi-Task Networks.
In: Signal Processing, 160
doi: 10.1016/j.sigpro.2019.01.029
Artikel, Bibliographie

Alt, Bastian ; Ballard, Trevor ; Steinmetz, Ralf ; Koeppl, Heinz ; Rizk, Amr (2019)
CBA: Contextual Quality Adaptation for Adaptive Bitrate Video Streaming.
IEEE Conference on Computer Communications (INFOCOM 2019). Paris, France (29.04.2019-02.05.2019)
doi: 10.1109/INFOCOM.2019.8737418
Konferenzveröffentlichung, Bibliographie

Kushe, Gerta ; Yang, Yang ; Steffens, Christian ; Pesavento, Marius (2019)
A Parallel Sparse Regularization Method for Structured Multilinear Low-Rank Tensor Decomposition.
EUSIPCO - 27th European Signal Processing Conference. A Coruna, Spain (02.09.2019-06.09.2019)
Konferenzveröffentlichung, Bibliographie

Schenck, David ; Trinh Hoang, Minh ; Mestre, Xavier ; Viberg, Mats ; Pesavento, Marius (2019)
Full Covariance Fitting DoA Estimation Using Partial Relaxation Framework.
EUSIPCO - 27th European Signal Processing Conference. A Coruna, Spain (02.09.2019-06.09.2019)
Konferenzveröffentlichung, Bibliographie

Boiadjieva, B. ; Klein, Anja (2019)
Distributed Two-Stage Beamforming with Power Allocation in Multicell Massive MIMO.
IEEE International Conference on Communications (ICC). Shanghai, China (20.05.2019-24.05.2019)
Konferenzveröffentlichung, Bibliographie

Yang, Yang ; Pesavento, Marius ; Eldar, Yonina C. ; Ottersten, Björn (2019)
Parallel Coordinate Descent Algorithms for Sparse Phase Retrieval.
ICASSP 2019- IEEE International Conference on Acoustics, Speech and Signal Processing. Brighton, UK (12.05.2019-17.05.2019)
doi: 10.1109/ICASSP.2019.8683363
Konferenzveröffentlichung, Bibliographie

Fauß, M. ; Muma, M. ; Teklehaymanot, F. K. ; Zoubir, A. M. (2019)
Robust Detection for Cluster Analysis.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Brighton, UK (12.05.2019-17.05.2019)
Konferenzveröffentlichung, Bibliographie

Ladaycia, Abdelhamid ; Pesavento, Marius ; Makraoui, Anissa ; Abed-Meraim, Karim ; Belouchrani, Adel (2019)
Decision Feedback Semi-Blind Estimation Algorithm for Specular OFDM Channels.
2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019). Brighton, UK (12.05.2019-17.05.2019)
doi: 10.1109/ICASSP.2019.8683699
Konferenzveröffentlichung, Bibliographie

Trinh Hoang, Minh ; Viberg, Mats ; Pesavento, Marius (2019)
Cramer-Rao Bound for DOA Estimators under the Partial Relaxation Framework.
2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019). Brighton, UK (12.05.2019-17.05.2019)
Konferenzveröffentlichung, Bibliographie

Gölz, M. (2019)
Spatial Inference in Large-Scale Sensor Networks Using Multiple Hypothesis Testing and Bayesian Clustering.
Aalto University; Technische Universität Darmstadt
Masterarbeit, Bibliographie

Jiang, X. ; Chen, J. ; Liu, X. ; Zoubir, A. M. (2019)
Phase-Only Robust Minimum Dispersion Beamforming.
44th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Brighton, UK (12.05.2019-17.05.2019)
doi: 10.1109/ICASSP.2019.8683306
Konferenzveröffentlichung, Bibliographie

Muma, M. ; Zeng, W.-J. ; Zoubir, A. M. (2019)
Robust M-Estimation Based Matrix Completion.
44th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Brighton, UK (12.05.2019-17.05.2019)
Konferenzveröffentlichung, Bibliographie

Sukhanov, S. ; Debes, C. ; Zoubir, A. M. (2019)
Dynamic Selection of Classifiers for Fusing Imbalanced Heterogeneous Data.
44th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Brighton, UK (12.05.2019-17.05.2019)
Konferenzveröffentlichung, Bibliographie

Huang, H. ; Miao, Y. ; Gong, Y. ; Liao, B. (2019)
Toeplitz matrix completion for direction finding using a modified nested linear array.
44th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Brighton, UK (12.05.2019-17.05.2019)
Konferenzveröffentlichung, Bibliographie

Costa, Lászlon ; Silva, Yuri Carvalho Barbosa ; Lima, Rafael ; Klein, Anja (2019)
Beam Allocation based on Spatial Compatibility for Hybrid Beamforming C-RAN Networks.
Workshop on Smart Antennas (WSA). Wien, Österreich (23.04.2019-26.04.2019)
Konferenzveröffentlichung, Bibliographie

Mousavi, Mahdi ; Klein, Anja (2019)
Decentralized Video Streaming in Multi-hop Wireless Networks: Incentive Mechanism and Energy Efficiency.
In: IEEE Access, 7
doi: 10.1109/ACCESS.2019.2909740
Artikel, Bibliographie

Mahn, Tobias ; Shatri, Hussein al- ; Klein, Anja (2019)
Distributed Algorithm for Energy EfficientJoint Cloud and Edge Computing with Splittable Tasks.
IEEE Wireless Communications and Networking. Marrakesch, Marokko (15.04.2019-19.04.2019)
doi: 10.1109/WCNC.2019.8885760
Konferenzveröffentlichung, Bibliographie

Seifert, A.-K. ; Zoubir, A. M. ; Amin, M. G. (2019)
Detection of Gait Asymmetry Using Indoor Doppler Radar.
IEEE Radar Conference. Boston, Massachusetts, USA (22.04.2019-26.04.2019)
doi: 10.1109/RADAR.2019.8835611
Konferenzveröffentlichung, Bibliographie

Chakhchoukh, Y. ; Miles, A. ; Dogancay, K. ; Zoubir, A. M. ; Johnson, B. K. (2019)
Robust S-based Unscented Kalman filter for Dynamic Power State Estimation.
In: IEEE Transactions on Power Systems (submitted)
Artikel, Bibliographie

Teklehaymanot, Freweyni Kidane (2019)
Robust and Distributed Cluster Enumeration and Object Labeling.
Technische Universität Darmstadt
Dissertation, Erstveröffentlichung

Kiekenap, Kilian ; Shatri, Hussein al- ; Klein, Anja (2019)
Trade-Off Between Measurement Accuracy and Quantization Precision for Minimum Bayes Risk in Wireless Networked Control Systems.
12th International ITG Conference on Systems, Communications and Coding. Rostock, Germany (11.02.2019-14.02.2019)
doi: 10.30420/454862011
Konferenzveröffentlichung, Bibliographie

KhudaBukhsh, W. R. ; Kar, S. ; Koeppl, H. ; Rizk, A. (2019)
Provisioning and Performance Evaluation of Parallel Systems with Output Synchronization.
In: ACM Transactions on Modeling and Performance Evaluation of Computing Systems (TOMPECS), 4 (1)
doi: 10.1145/3300142
Artikel, Bibliographie

Sinzger, Mark ; Vanhoefer, Jakob ; Loos, Carolin ; Hasenauer, Jan (2019)
Comparison of null models for combination drug therapy reveals Hand model as biochemically most plausible.
In: Scientific Reports, 9
doi: 10.1038/s41598-019-38907-x
Artikel, Bibliographie

Alt, Bastian ; Weckesser, Markus ; Becker, Christian ; Hollick, Matthias ; Kar, Sounak ; Klose, Robin ; Kluge, Roland ; Koeppl, Heinz ; KhudaBukhsh, Wasiur R. ; Luthra, Manisha ; Mousavi, Mahdi ; Mühlhäuser, Max ; Pfannemüller, Martin ; Rizk, Amr ; Schürr, Andy ; Steinmetz, Ralf ; Klein, Anja (2019)
Transitions: A Protocol-Independent View of the Future Internet.
In: Proceedings of the IEEE, 107 (4)
doi: 10.1109/JPROC.2019.2895964
Artikel, Bibliographie

Kang, H.-W. ; KhudaBukhsh, W. R. ; Koeppl, H. ; Rempala, G. A. (2019)
Quasi-steady-state approximations derived from the stochastic model of enzyme kinetics.
In: Bulletin of Mathematical Biology, 81
doi: 10.1007/s11538-019-00574-4
Artikel, Bibliographie

Buzuverov, Alexey ; Klein, Anja (2019)
On the DoF of the 2-Antenna 3-User MISO BC with Alternating CSIT.
12th International ITG Conference on Systems, Communications and Coding (SCC). Rostock, Germany (11.02.2019-14.02.2019)
Konferenzveröffentlichung, Bibliographie

Leonard, M. R. (2019)
Robust Signal Processing in Distributed Sensor Networks.
Technische Universität Darmstadt
Dissertation, Erstveröffentlichung

Carlino, L. ; Jin, D. ; Muma, M. ; Zoubir, A. M. (2019)
Robust Distributed Cooperative RSS-based Localization for Directed Graphs in Mixed LoS/NLoS Environments.
In: EURASIP Journal on Wireless Communications and Networking, 2019
Artikel, Bibliographie

Schäck, Tim (2019)
Photoplethysmography-Based Biomedical Signal Processing.
Technische Universität Darmstadt
Dissertation, Erstveröffentlichung

Blendin, Jeremias (2019)
Reliable Network Services in Future Internet Service Provider Networks: Reliable and Efficient Control Plane Applications for Virtualized Data Planes in Software-Defined Networking.
Technische Universität Darmstadt
Dissertation, Erstveröffentlichung

Falk, J. ; Bronstein, L. ; Hanst, M. ; Drossel, B. ; Koeppl, H. (2019)
Context in Synthetic Biology: Memory Effects of Environments with Mono-molecular Reactions.
In: The Journal of Chemical Physics, 150 (2)
doi: 10.1063/1.5053816
Artikel, Bibliographie

Fortunati, S. ; Gini, F. ; Greco, M. S. ; Zoubir, A. M. ; Rangaswamy, M. (2019)
Semiparametric Inference and Lower Bounds for Real Elliptically Symmetric Distributions.
In: IEEE Transactions on Signal Processing, 67 (1)
Artikel, Bibliographie

Leonard, M. R. ; Zoubir, A. M. (2019)
Multi-Target tracking in distributed sensor networks using particle PHD filters.
In: Signal Processing, 159
doi: 10.1016/j.sigpro.2019.01.020
Artikel, Bibliographie

Fauß, M. ; Dytso, A. ; Nagananda, K. G. ; Zoubir, A. M. ; Poor, H. V. (2019)
Tight Bounds on the Weighted Sum of MMSEs with Applications in Distributed Estimation.
IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC). Cannes, Fr (02.07.2019-05.07.2019)
Konferenzveröffentlichung, Bibliographie

Buzuverov, Alexey (2019)
Multi-User Networks with Outdated Channel State Information.
Technische Universität Darmstadt
Dissertation, Erstveröffentlichung

Bahlke, Florian (2019)
Optimization Methods for Heterogeneous Wireless Communication Networks: Planning, Configuration and Operation.
Technische Universität Darmstadt
Dissertation, Erstveröffentlichung

Huang, H. ; Fauß, M. ; Zoubir, A. M. (2019)
Block Sparsity-Based DOA Estimation With Sensor Gain and Phase Uncertainties.
27th European Signal Processing Conference (EUSIPCO). A Coruña, Spain (02.09.2019-06.09.2019)
Konferenzveröffentlichung, Bibliographie

Seifert, A.-K. ; Amin, M. G. ; Zoubir, A. M. (2019)
Toward Unobtrusive In-home Gait Analysis Based on Radar Micro-Doppler Signatures.
In: IEEE Transactions on Biomedical Engineering
doi: 10.1109/TBME.2019.2893528
Artikel, Bibliographie

Hüttenrauch, M. ; Šošić, A. ; Neumann, G. (2019)
Deep Reinforcement Learning for Swarm Systems.
In: Journal of Machine Learning Research, 20 (54)
Artikel, Bibliographie

Chen, Zhiliang (2019)
On random gossiping in wireless sensor networks.
Technische Universität Darmstadt
Dissertation, Erstveröffentlichung

Shatri, Hussein al- ; Keller, Katharina ; Jacobfeuerborn, Fabian ; Hinz, Oliver ; Klein, Anja (2019)
Eliciting and Considering Underlay User Preferences for Data-Forwarding in Multihop Wireless Networks.
In: IEEE Access, 7
Artikel, Bibliographie

Kassaw, A. ; Hailemariam, D. ; Fauß, M. ; Zoubir, A. M. (2019)
Energy Efficient Power Control in Uplink Massive MIMO Systems: A Fractional Programming Approach.
In: EURASIP - Journal on Wireless Communications and Networking
Artikel, Bibliographie

Klos, Sabrina (2019)
Context-Aware Decision Making in Wireless Networks: Optimization and Machine Learning Approaches.
Technische Universität Darmstadt
doi: 10.25534/tuprints-00009176
Dissertation, Erstveröffentlichung

Nikolay, Fabio (2019)
Graph Learning Methods for Genetic Interaction Networks.
Technische Universität Darmstadt
doi: 10.25534/tuprints-00009634
Dissertation, Erstveröffentlichung

Hasija, Tanuj ; Gölz, Martin ; Muma, Michael ; Schreier, Peter J. ; Zoubir, Abdelhak M. (2019)
Source Enumeration and Robust Voice Activity Detection in Wireless Acoustic Sensor Networks.
53rd Asilomar Conference on Signals, Systems and Computers. Pacific Grove, USA (03.11.2019-06.11.2019)
doi: 10.1109/IEEECONF44664.2019.9048954
Konferenzveröffentlichung, Bibliographie

Xue, Yuan ; Zhao, Jinfeng ; Zhang, Xiaoqing ; Sessler, Gerhard M ; Kupnik, Mario (2019)
Acoustic energy harvesting with irradiated cross-linked polypropylene piezoelectret films.
In: Physica Scripta, 94 (9)
doi: 10.1088/1402-4896/ab00bd
Artikel, Bibliographie

2018

KhudaBukhsh, Wasiur R. ; Rückert, Julius ; Wulfheide, Julian ; Hausheer, David ; Koeppl, Heinz (2018)
A Comprehensive Analysis of Swarming-based Live Streaming to Leverage Client Heterogeneity.
doi: 10.48550/arXiv.1812.11439
Report, Bibliographie

Jin, D. ; Boiadjieva, B. ; Backhaus, H. ; Fauß, M. ; Fu, T. ; Stroh, A. ; Klein, Anja ; Zoubir, A. M. (2018)
Analysis of Activity States of Local Neuronal Microcircuits in Mouse Brain.
26th European Signal Processing Conference. Rome, Italy (03.09.2018-07.09.2018)
doi: 10.23919/EUSIPCO.2018.8553165
Konferenzveröffentlichung, Bibliographie

Trinh Hoang, Minh ; Viberg, Mats ; Pesavento, Marius (2018)
Partial Relaxation Approach: An Eigenvalue-Based DOA Estimator Framework.
In: IEEE Transactions on Signal Processing, 66 (23)
Artikel, Bibliographie

Linzner, D. ; Koeppl, H. (2018)
Cluster Variational Approximations for Structure Learning of Continuous-Time Bayesian Networks from Incomplete Data.
32. Conference on Neural Information Processing Systems. Montreal, Canada (03.12.2018-08.12.2018)
Konferenzveröffentlichung, Bibliographie

Yang, Yang ; Pesavento, Marius ; Chatzinotas, Symeon ; Ottersten, Björn (2018)
Successive Convex Approximation Algorithms for Sparse Signal Estimation with Nonconvex Regularizations.
In: IEEE Journal of Selected Topics in Signal Processinig, 12 (6)
doi: 10.1109/JSTSP.2018.2877584
Artikel, Bibliographie

Zoubir, A. M. ; Seifert, A.-K. (2018)
Radar for Diagnosis, Rehabilitation, and Assisted Living.
Anderes, Bibliographie

Mahn, Tobias ; Becker, Dennis ; Shatri, Hussein al- ; Klein, Anja (2018)
Distributed Algorithm for Multi-Stage Computation Offloading.
7th International Conference on Cloud Networking (CloudNet 2018). Tokio, Japan (22.10.2018-24.10.2018)
doi: 10.1109/CloudNet.2018.8549534
Konferenzveröffentlichung, Bibliographie

Yang, S. ; Koeppl, H. (2018)
Collapsed Variational Inference for Nonparametric Bayesian Group Factor Analysis.
IEEE International Conference on Data Mining (ICDM'18). Singapore (17.11.2018-20.11.2018)
doi: 10.1109/ICDM.2018.00084
Konferenzveröffentlichung, Bibliographie

Leonard, M. R. ; Zoubir, A. M. (2018)
Robust Sequential Detection in Distributed Sensor Networks.
In: IEEE Transactions on Signal Processing, 66 (21)
Artikel, Bibliographie

Suleiman, Wassim ; Parvazi, Pouyan ; Pesavento, Marius ; Zoubir, A. M. (2018)
Non-coherent Direction-of-Arrival Estimation Using Partly Calibrated Arrays.
In: IEEE Transactions on Signal Processing, 66 (21)
doi: 10.1109/TSP.2018.2867997
Artikel, Bibliographie

Yang, Yang ; Pesavento, Marius ; Chatzinotas, Symeon ; Ottersten, Björn (2018)
Parallel and Hybrid Soft-Thresholding Algorithms with Line Search for Sparse Nonlinear Regression.
26th European Signal Processing Conference (EUSIPCO). Rome, Italy (03.09.2018-07.09.2018)
doi: 10.23919/EUSIPCO.2018.8553274
Konferenzveröffentlichung, Bibliographie

Teklehaymanot, F. K. ; Muma, M. ; Zoubir, A. M. (2018)
Bayesian Cluster Enumeration Criterion for Unsupervised Learning.
In: IEEE Trans. Signal Process., 66 (20)
Artikel, Bibliographie

Mériaux, B. ; Zhang, Xin ; El Korso, Mohammed Nabil ; Pesavento, Marius (2018)
Iterative Marginal Maximum Likelihood DOD and DOA Estimation for MIMO Radar in the Presence of SIRP Clutter.
In: Elsevier Signal Processing Journal
Artikel, Bibliographie

Hrsg.: Taştan, A. ; Kavak, S. B. ; Hardalaç, N. (2018)
Fetal Reactions to Musical Sounds in Different Characters.
Buch, Bibliographie

Taştan, A. ; Hardalaç, N. ; Kavak, S. B. ; Hardalaç, F. (2018)
Detection of Fetal Reactions to Maternal Voice Using Doppler Ultrasound Signals.
2018 International Conference on Artificial Intelligence and Data Processing (IDAP). Malatya, Turkey (28.09.2018-30.09.2018)
doi: 10.1109/IDAP.2018.8620732
Konferenzveröffentlichung, Bibliographie

Kassaw, A. ; Hailemariam, D. ; Zoubir, A. M. (2018)
Review of Energy Efficient Resource Allocation Techniques in Massive MIMO System.
Konferenzveröffentlichung, Bibliographie

Sim, Gek Hong ; Klos, Sabrina ; Asadi, Arash ; Klein, Anja ; Hollick, Matthias (2018)
An Online Context-Aware Machine Learning Algorithm for 5G mmWave Vehicular Communications.
In: IEEE/ACM Transactions on Networking, 26 (6)
doi: 10.1109/TNET.2018.2869244
Artikel, Bibliographie

Kruk, N. ; Koeppl, H. ; Maistrenko, Y. (2018)
Self-propelled Chimeras.
In: Physical Review E, 98 (3)
doi: 10.1103/PhysRevE.98.032219
Artikel, Bibliographie

Bahlke, Florian ; Yang, Jiawen ; Pesavento, Marius (2018)
Activity Scheduling for Energy harvesting Small Cells in 5G Wireless Communication Networks.
29th IEEE Symposium on Personal, Indoor and Mobile Radio Communications, (IEEE PIMRC 2018). Bologna, Italy (09.09.2018-12.09.2018)
Konferenzveröffentlichung, Bibliographie

Boiadjieva, B. ; Shatri, Hussein al- ; Klein, Anja (2018)
Scheduling Strategies for Hierarchical Beamforming in Cloud RAN.
22nd International Workshop on Smart Antennas (WSA). Bochum (14.03.2018-16.03.2018)
Konferenzveröffentlichung, Bibliographie

Ortiz Jimenez, Andrea Patricia ; Weber, Tobias ; Klein, Anja (2018)
A Two-Layer Reinforcement Learning Solution for Energy Harvesting Data Dissemination Scenarios.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2018). Calgary, Canada (15.02.2018-20.02.2018)
doi: 10.1109/ICASSP.2018.8462056
Konferenzveröffentlichung, Bibliographie

Bahlke, Florian ; Pesavento, Marius (2018)
Optimized Small Cell Range Expansion in Mobile Communication Networks Using Multi-Class Support Vector Machines.
29th European Signal Processing Conference (EUSIPCO) 2018. Rome, Italy (03.09.2018-07.09.2018)
Konferenzveröffentlichung, Bibliographie

Kassaw, A. ; Hailemariam, D. ; Zoubir, A. M. (2018)
Performance Analysis of Uplink Massive MIMO System over Rician Fading Channel.
Konferenzveröffentlichung, Bibliographie

Leonard, M. R. ; Stiefel, M. ; Fauß, M. ; Zoubir, A. M. (2018)
Robustifying Sequential Multiple Hypothesis Tests in Distributed Sensor Networks.
Konferenzveröffentlichung, Bibliographie

Kassaw, A. ; Hailemariam, D. ; Zoubir, A. M. (2018)
Review of Truncated Neumann Series based Detection in Massive MIMO Systems.
Konferenzveröffentlichung, Bibliographie

Prangemeier, Tim ; Wildner, C. ; Hanst, M. ; Koeppl, Heinz (2018)
Maximizing information gain for the characterization of biomolecular circuits.
5th ACM International Conference on Nanoscale Computing and Communication (NANOCOM'18). Reykjavik, Iceland (05.09.2018-07.09.2018)
doi: 10.1145/3233188.3233217
Konferenzveröffentlichung, Bibliographie

Leonard, Mark R. ; Schroth, Christian A. ; Zoubir, Abdelhak M. (2018)
Dempster-Shafer Theory Based Robust Sequential Detection in Distributed Sensor Networks.
IEEE Statistical Signal Processing Workshop (SSP 2018). Freiburg im Breisgau, Germany (10.06.2018-13.06.2018)
doi: 10.1109/SSP.2018.8450760
Konferenzveröffentlichung, Bibliographie

Fauß, M. ; Dytso, A. ; Zoubir, A. M. ; Poor, H. V. (2018)
Tight MMSE Bounds for the AGN Channel Under KL Divergence Constraints on the Input Distribution.
20th IEEE Statistical Signal Processing Workshop (SSP 2018). Freiburg i. Breisgau, Germany (10.06.2018-13.06.2018)
doi: 10.1109/SSP.2018.8450756
Konferenzveröffentlichung, Bibliographie

Alt, Bastian ; Messer, Michael ; Roeper, Jochen ; Schneider, Gaby ; Koeppl, Heinz (2018)
Non-Parametric Bayesian Inference for Change Point Detection in Neural Spike Trains.
2018 IEEE Statistical Signal Processing Workshop (SSP 2018). Freiburg im Breisgau, Germany (10.06.2018-13.06.2018)
doi: 10.1109/SSP.2018.8450787
Konferenzveröffentlichung, Bibliographie

Al-Sayed, S. ; Koeppl, H. (2018)
Network Reconstruction from Time-Course Perturbation Data Using Multivariate Gaussian Processes.
IEEE International Workshop on Machine Learning for Signal Processing. Aalborg, Denmark (17.09.2018-20.09.2018)
doi: 10.1109/MLSP.2018.8517044
Konferenzveröffentlichung, Bibliographie

Yang, Yang ; Pesavento, Marius ; Chatzinotas, Symeon ; Ottersten, Björn (2018)
Successive Convex Approximation Algorithms for Sparse Signal Estimation with Nonconvex Regularizations.
10th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM). Sheffield, United Kingdom (08.07.2018-11.07.2018)
doi: 10.1109/SAM.2018.8448866
Konferenzveröffentlichung, Bibliographie

Sulaimanov, N. ; Koeppl, H. ; Burdet, F. ; Ibberson, M. ; Pagni, M. ; Kumar, S. (2018)
Inferring gene expression networks with hubs using a degree weighted Lasso approach.
In: Bioinformatics (Oxford, England), bty716
doi: 10.1093/bioinformatics/bty716
Artikel, Bibliographie

Bahlke, Florian ; Ramos-Cantor, Oscar Dario ; Henneberger, Steffen ; Pesavento, Marius (2018)
Optimized Cell Planning for Network Slicing in Heterogeneous Wireless Communication Networks.
In: IEEE Communication Letters 2018, 22 (8)
doi: 10.1109/LCOMM.2018.2841866
Artikel, Bibliographie

Yang, S. ; Koeppl, H. (2018)
Dependent Relational Gamma Process Models for Longitudinal Networks.
Thirty-fifth International Conference on Machine Learning. Stockholm, Denmark (10.07.2018-15.07.2018)
Konferenzveröffentlichung, Bibliographie

Hegde, Ganapati ; Pesavento, Marius (2018)
Joint User Selection and Hybrid Analog-Digital Beamforming in Massive MIMO Systems.
Tenth IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM) 2018. Sheffield, United Kingdom (08.07.2018-11.07.2018)
Konferenzveröffentlichung, Bibliographie

Hegde, Ganapati ; Masouros, Christos ; Pesavento, Marius (2018)
Analog Beamformer Design for Interference Exploitation based Hybrid Beamforming.
Tenth IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM) 2018. Sheffield, United Kingdom (08.07.2018-11.07.2018)
Konferenzveröffentlichung, Bibliographie

Bahlke, Florian ; Pesavento, Marius (2018)
Energy Consumption Optimization in Mobile Communication Networks.
In: IEEE Transactions on Wireless Communications
Artikel, Bibliographie

Zeng, W.-J. ; So, H. C. ; Chen, J. ; Zoubir, A. M. (2018)
Systems and Methods for Robust Low-Rank Approximation of Multiple Matrices Using Greedy Pursuit.
Norm, Patent, Standard, Bibliographie

Zeng, W.-J. ; So, H. C. ; Chen, J. ; Zoubir, A. M. (2018)
Systems and Methods for Low-Rank Approximation of Multiple Matrices Using Greedy Pursuit.
Norm, Patent, Standard, Bibliographie

Zeng, Wenjun (2018)
Robust Low-Rank Approximation of Matrices in lp-Space.
Technische Universität Darmstadt
Dissertation, Erstveröffentlichung

Huang, H. ; Liao, B. ; Shen, Q. (2018)
DOA Estimation of Quasi-Stationary Signals with a Nested Array in Unknown Noise Field.
2018 IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM).
doi: 10.1109/SAM.2018.8448432
Konferenzveröffentlichung, Bibliographie

Bronstein, L. ; Koeppl, H. (2018)
Marginal process framework: A model reduction tool for Markov jump processes.
In: Physical Review E, 97 (6)
doi: 10.1103/PhysRevE.97.062147
Artikel, Bibliographie

Šošić, A. ; Zoubir, A. M. ; Koeppl, H. (2018)
A Bayesian Approach to Policy Recognition and State Representation Learning.
In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 40 (6)
doi: 10.1109/TPAMI.2017.2711024
Artikel, Bibliographie

Schäck, T. ; Muma, M. ; Feng, M. ; Guan, C. ; Zoubir, A. M. (2018)
Robust Nonlinear Causality Analysis of Non-Stationary Multivariate Physiological Time Series.
In: IEEE Transactions on Biomedical Engineering, 65 (6)
doi: 10.1109/TBME.2017.2708609
Artikel, Bibliographie

Boiadjieva, B. ; Shatri, Hussein al- ; Klein, Anja (2018)
Hierarchical Beamforming in CRAN Using Random Matrix Theory.
IEEE International Conference on Communications (ICC). Kansas City, USA (20.05.2018-24.05.2018)
doi: 10.1109/ICC.2018.8422455
Konferenzveröffentlichung, Bibliographie

Tekim, C. ; Schaar, Mihaela van der ; Klein, Anja ; Müller, Sabrina (2018)
Context-Aware Hierarchical Online Learning for Performance Maximization in Mobile Crowdsourcing.
In: IEEE/ACM Transactions on Networking, 26 (3)
doi: 10.1109/TNET.2018.2828415
Artikel, Bibliographie

Yang, Yang ; Pesavento, Marius (2018)
A Parallel Best-Response Algorithm with Exact Line Search for Nonconvex Sparsity-Regularized Rank Minimization.
25th IEEE International Conference on Acoustics, Speech and Signal Processing. Calgary, Alberta, Canada (15.04.2018-20.04.2018)
Konferenzveröffentlichung, Bibliographie

Trinh Hoang, Minh ; Pesavento, Marius (2018)
An Improved DOA Estimator based on Partial Relaxation Approach.
25th IEEE International Conference on Acoustics, Speech and Signal Processing. Calgary, Alberta, Canada (15.04.2018-20.04.2018)
Konferenzveröffentlichung, Bibliographie

Yang, Yang ; Pesavento, Marius (2018)
Energy Efficiency in MIMO Interference Channels: Social Optimality and Max-Min Fairness.
25th IEEE International Conference on Acoustics, Speech and Signal Processing. Calgary, Alberta, Canada (15.04.2018-20.04.2018)
Konferenzveröffentlichung, Bibliographie

Nowak, Daniel ; Mahn, Tobias ; Shatri, Hussein al- ; Schwartz, Alexandra ; Klein, Anja (2018)
A Generalized Nash Game for Mobile Edge Computation Offloading.
6th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (MobileCloud). Bamberg, Germany (26.03.2018-29.03.2018)
doi: 10.1109/MobileCloud.2018.00022
Konferenzveröffentlichung, Bibliographie

Bahlke, Florian ; Pesavento, Marius (2018)
Decentralized Load Balancing in Mobile Communication Networks.
25th IEEE International Conference on Acoustics, Speech and Signal Processing. Calgary, Alberta, Canada (15.04.2018-20.04.2018)
Konferenzveröffentlichung, Bibliographie

Seifert, A.-K. ; Zoubir, A. M. ; Amin, M. G. (2018)
Radar Classification of Human Gait Abnormality Based on Sum-of-Harmonics Analysis.
IEEE Radar Conference. Oklahoma City, USA (23.04.2018-27.04.2018)
doi: 10.1109/RADAR.2018.8378687
Konferenzveröffentlichung, Bibliographie

Asadi, Arash ; Sim, Gek Hong ; Hollick, Matthias ; Klein, Anja ; Müller, Sabrina (2018)
FML: Fast Machine Learning for 5G mmWave Vehicular Communications.
37th IEEE Conference on Computer Communications. Honolulu, USA (15.04.2018-19.04.2018)
doi: 10.1109/INFOCOM.2018.8485876
Konferenzveröffentlichung, Bibliographie

Leonard, M. R. ; Stiefel, M. ; Fauß, M. ; Zoubir, A. M. (2018)
Robust Sequential Testing of Multiple Hypotheses in Distributed Sensor Networks.
Konferenzveröffentlichung, Bibliographie

Huang, H. ; Liao, B. ; Guo, C. ; Huang, J. (2018)
Sparse Representation Based DOA Estimation Using a Modified Nested Linear Array.
2018 IEEE Radar Conference (RadarConf18).
doi: 10.1109/RADAR.2018.8378683
Konferenzveröffentlichung, Bibliographie

Fischer, Tobias ; Hegde, Ganapati ; Matter, Frederic ; Pesavento, Marius ; Pfetsch, Marc E. ; Tillmann, Andreas M. (2018)
Joint Antenna Selection and Phase-Only Beamforming Using Mixed-Integer Nonlinear Programming.
22nd International ITG Workshop on Smart Antennas (WSA). Bochum, Germany (14.03.2018-16.03.2018)
Konferenzveröffentlichung, Bibliographie

Šošić, A. ; Zoubir, A. M. ; Koeppl, H. (2018)
Reinforcement Learning in a Continuum of Agents.
In: Swarm Intelligence, 12 (1)
doi: 10.1007/s11721-017-0142-9
Artikel, Bibliographie

Steffens, Christian (2018)
Compact Formulations for Sparse Reconstruction in Fully and Partly Calibrated Sensor Arrays.
Technische Universität Darmstadt
Dissertation, Erstveröffentlichung

Al-Sayed, S. ; Plata-Chaves, J. ; Muma, M. ; Moonen, M. ; Zoubir, A. M. (2018)
Node-Specific Diffusion LMS-Based Distributed Detection Over Adaptive Networks.
In: IEEE Transactions on Signal Processing, 66 (3)
Artikel, Bibliographie

Sessler, Gerhard M. ; Zhang, Xiaojing (2018)
Vibrational Energy Harvester based on Transverse Piezoelectric Effect in Piezoelectrets.
16th International Symposium on Electrets. Leuven, Belgium (04.09.2017-08.09.2017)
Konferenzveröffentlichung, Bibliographie

Zhang, Xiaojing ; Sessler, Gerhard M. ; Ma, X. W. ; Xue, Y. ; Wu, Liming (2018)
Broad Bandwidth Vibration Energy Harversters based on Wavy Fluoroethylenepropylene Electret Films.
16th International Symposium on Electrets. Leuven, Belgium (04.09.2017-08.09.2017)
Konferenzveröffentlichung, Bibliographie

Steffens, Christian ; Pesavento, Marius (2018)
Block- and Rank-Sparse Recovery for Direction Finding in Partly Calibrated Arrays.
In: IEEE Transaction on Signal Processing, 66 (2)
Artikel, Bibliographie

Brossard, Martin ; El Korso, Mohammed Nabil ; Pesavento, Marius ; Boyer, Remy ; Larzabal, Pascal ; Wijnholds, Stefan J. (2018)
Parallel multi-wavelength calibration algorith for radio astronomical arrays.
In: Signal Processing, 145
doi: 10.1016/j.sigpro.2017.12.014 0165-1684
Artikel, Bibliographie

Steffens, Christian ; Pesavento, Marius ; Pfetsch, Marc E. (2018)
A Compact Formulation for the L2,1 Mixed-Norm Minimization Problem.
In: IEEE Transaction on Signal Processing, 66 (6)
doi: 10.1109/ICASSP.2017.7953054
Artikel, Bibliographie

Frömmgen, Alexander ; Heuschkel, Jens ; Koldehofe, Boris (2018)
Multipath TCP Scheduling for Thin Streams: Active Probing and One-way Delay-awarness.
Proceedings of the IEEE International Conference on Communications (ICC).
Konferenzveröffentlichung, Bibliographie

Bronstein, L. ; Koeppl, H. (2018)
A variational approach to moment-closure approximations for the kinetics of biomolecular reaction networks.
In: The Journal of Chemical Physics, 148 (1)
doi: 10.1063/1.5003892
Artikel, Bibliographie

Mennad, A. ; Fortunati, S. ; Korso, M. N. E. ; Younsi, A. ; Zoubir, A. M. ; Renaux, A. (2018)
Slepian-Bangs-Type Formulas and the Related Misspecified Cramér-Rao Bounds for Complex Elliptically Symmetric Distributions.
In: Signal Processing, 142
Artikel, Bibliographie

Fauß, M. ; Zoubir, A. M. (2018)
On the Minimization of Convex Functionals of Probability Distributions Under Band Constraints.
In: IEEE Transactions on Signal Processing, 66 (6)
doi: 10.1109/TSP.2017.2788427
Artikel, Bibliographie

Binder, P. ; Muma, M. ; Zoubir, A. M. (2018)
Gravitational Clustering: A Simple, Robust and Adaptive Approach for Distributed Networks.
In: Signal Processing, 149
doi: 10.1016/j.sigpro.2018.02.034
Artikel, Bibliographie