MU-MIMO and Multi-Beam ISAC Hybrid Beamforming Design

This paper addresses the problem of fully-connected hybrid analog-digital (HAD) beamforming design for a multi-user and multi-beam ISAC systems. The traditional approaches to this problem involve a two-step process: first, a fully digital precoder is obtained, then the HAD beamforming is resolved by...

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Vydané v:Communication Systems, Networks and Digital Signal Processing, CNSDSP, International Symposium on s. 410 - 414
Hlavní autori: Leyva, Leonardo, Castanheira, Daniel, Silva, Adao, Gameiro, Atilio
Médium: Konferenčný príspevok..
Jazyk:English
Vydavateľské údaje: IEEE 17.07.2024
Predmet:
Array signal processing
Digital signal processing
Euclidean distance
ISAC
Iterative algorithms
iterative alternate optimization
MIMO
multi-beam steering
Radio frequency
radio-sensing
Signal processing algorithms
Simulation
wireless communication
ISSN:2835-9038
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Popis
Shrnutí:This paper addresses the problem of fully-connected hybrid analog-digital (HAD) beamforming design for a multi-user and multi-beam ISAC systems. The traditional approaches to this problem involve a two-step process: first, a fully digital precoder is obtained, then the HAD beamforming is resolved by minimizing the Euclidean distance to the previously designed fully digital precoder. However, the main drawback of this method is that the communication or radio-sensing constraints considered in the first phase may be not preserved after the second one. In contrast, our work prioritizes preserving these constraints by directly designing the fully-connected HAD beamforming. We maximize the weighted sum rate while subject to power budget and radio-sensing constraints. To solve this, we propose an innovative iterative alternate optimization algorithm. Simulation results demonstrate a performance close to that of a fully digital precoder, outperforming previous fully-connected hybrid beamforming methods for ISAC.
ISSN:2835-9038
DOI:10.1109/CSNDSP60683.2024.10636435