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
Kurzbeschreibung (Abstract)
In this work, we propose an integrated MIMO system which performs target tracking and downlink communications, as well as receiving uplink signals from other communication nodes to achieve bi-directional communications. The key to such a system is the constrained joint transmit waveform design, which constitutes the main contribution of this work. Per the practical requirement of waveform design, we introduce a new realistic power constraint, referred to as peak-to-valley-power-ratio control with energy budget (PVRC-EB), to remedy the shortcoming of the traditional energy constraint in terms of the transmit elemental power uniformity control. To realize the integrated function of radar and communication, we formulate two joint transmit waveform designs, which achieve a tradeoff between radar function and downlink communication subject to spectral or spatio-spectral energy constraints for accommodating simultaneous uplink communications. For the first design with only spectral constraint, we derive an efficient algorithm based on successive alternating projection (SAP), with its convergence theoretically being proved to approach a stationary point. For the second design with spatio-spectral constraints, we propose a method, referred to as SAP-ADMM, which incorporates the derived SAP steps into the framework of alternating direction method of multipliers. Numerical results demonstrate the effectiveness of the devised methods and a good balance among the three functions can be achieved.
Typ des Eintrags: | Artikel |
---|---|
Erschienen: | 2024 |
Autor(en): | Zhang, Xuan ; Wang, Xiangrong ; So, H. C. ; Zoubir, Abdelhak M. ; Zhang, J. Andrew ; Guo, Y. Jay |
Art des Eintrags: | Bibliographie |
Titel: | Transmit Waveform Design for Integrated Wideband MIMO Radar and Bi-Directional Communications |
Sprache: | Englisch |
Publikationsjahr: | 12 April 2024 |
Verlag: | IEEE |
Titel der Zeitschrift, Zeitung oder Schriftenreihe: | IEEE Transactions on Vehicular Technology |
DOI: | 10.1109/TVT.2024.3386755 |
Kurzbeschreibung (Abstract): | In this work, we propose an integrated MIMO system which performs target tracking and downlink communications, as well as receiving uplink signals from other communication nodes to achieve bi-directional communications. The key to such a system is the constrained joint transmit waveform design, which constitutes the main contribution of this work. Per the practical requirement of waveform design, we introduce a new realistic power constraint, referred to as peak-to-valley-power-ratio control with energy budget (PVRC-EB), to remedy the shortcoming of the traditional energy constraint in terms of the transmit elemental power uniformity control. To realize the integrated function of radar and communication, we formulate two joint transmit waveform designs, which achieve a tradeoff between radar function and downlink communication subject to spectral or spatio-spectral energy constraints for accommodating simultaneous uplink communications. For the first design with only spectral constraint, we derive an efficient algorithm based on successive alternating projection (SAP), with its convergence theoretically being proved to approach a stationary point. For the second design with spatio-spectral constraints, we propose a method, referred to as SAP-ADMM, which incorporates the derived SAP steps into the framework of alternating direction method of multipliers. Numerical results demonstrate the effectiveness of the devised methods and a good balance among the three functions can be achieved. |
Zusätzliche Informationen: | Early Access |
Fachbereich(e)/-gebiet(e): | 18 Fachbereich Elektrotechnik und Informationstechnik 18 Fachbereich Elektrotechnik und Informationstechnik > Institut für Nachrichtentechnik 18 Fachbereich Elektrotechnik und Informationstechnik > Institut für Nachrichtentechnik > Signalverarbeitung |
Hinterlegungsdatum: | 23 Apr 2024 09:07 |
Letzte Änderung: | 23 Jul 2024 10:47 |
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