2023

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.-08.12.2023)
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.-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.-08.12.2023)
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.-01.06.2023)
doi: 10.1109/ICCWorkshops57953.2023.10283567
Konferenzveröffentlichung, Bibliographie

2022

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.-08.12.2022)
doi: 10.1109/GLOBECOM48099.2022.10001204
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.-20.05.2022)
doi: 10.1109/ICC45855.2022.9838603
Konferenzveröffentlichung, Bibliographie

Wirth, Maximilian ; Klein, Anja ; Ortiz Jimenez, Andrea Patricia (2022)
Risk-Aware Mulit-Armed Bandits for Vehicular Communications.
95th Vehicular Technology Conference (VTC-Spring 2022). Helsinki, Finland (19.-22.06.2022)
Konferenzveröffentlichung, Bibliographie

2021

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.-30.09.2021)
doi: 10.1109/VTC2021-Fall52928.2021.9625205
Konferenzveröffentlichung, 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

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.-11.12.2020)
doi: 10.1109/GLOBECOM42002.2020.9322420
Konferenzveröffentlichung, Bibliographie

2019

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

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

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.-05.07.2019)
doi: 10.1109/SPAWC.2019.8815452
Konferenzveröffentlichung, 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

2018

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.-20.02.2018)
doi: 10.1109/ICASSP.2018.8462056
Konferenzveröffentlichung, Bibliographie

2017

Ortiz Jimenez, Andrea Patricia ; Shatri, Hussein al- ; Li, Xiang ; Weber, Tobias (2017)
Reinforcement Learning for Energy Harvesting Decode-and-Foreward Two-Hop Communications.
In: IEEE Transactions on Green Communications and Networking, 1 (3)
doi: 10.1109/TGCN.2017.2703855
Artikel, Bibliographie

2016

Ortiz Jimenez, Andrea Patricia ; Shatri, Hussein al- ; Li, Xiang ; Weber, Tobias ; Klein, Anja (2016)
A Learning Based Solution for Energy Harvesting Decode-and-Forward Two-Hop Communications.
IEEE Global Communications Conference. Washington DC, USA (04.-08.12.2016)
doi: 10.1109/GLOCOM.2016.7841509
Konferenzveröffentlichung, Bibliographie

Ortiz Jimenez, Andrea Patricia ; Shatri, Hussein al- ; Li, Xiang ; Weber, Tobias ; Klein, Anja (2016)
Reinforcement Learning for Energy Harvesting Point-to-Point Communications.
IEEE International Conference on Communications (ICC 2016). Kuala Lumpur, Malaysia (23.-27.05.2016)
doi: 10.1109/ICC.2016.7511405
Konferenzveröffentlichung, Bibliographie

2015

Ortiz Jimenez, Andrea Patricia ; Shatri, Hussein al- ; Li, Xiang ; Weber, Tobias ; Klein, Anja (2015)
Throughput Maximization in Two-Hop Energy Harvesting Communications.
12th IEEE International Symposium on Wireless Communication Systems. Brussels, Belgium (25.-28.08.2015)
doi: 10.1109/ISWCS.2015.7454348
Konferenzveröffentlichung, Bibliographie

Ortiz Jimenez, Andrea Patricia ; Degenhardt, Holger ; Klein, Anja (2015)
A Resource Requirement Aware Transmit Strategy for Non-Regenerative Multi-Way Relaying.
IEEE Wireless Communication and Networking Conference. New Orleans, USA (09.-12.03.2015)
doi: 10.1109/WCNC.2015.7127438
Konferenzveröffentlichung, Bibliographie