Beamforming in Integrated Sensing and Communication Systems With Reconfigurable Intelligent Surfaces

作者：R. S. Prasobh Sankar, Sundeep Prabhakar Chepuri, Yonina C. Eldar · 发表于：IEEE Transactions on Wireless Communications · 年份：2023 · DOI：10.1109/twc.2023.3313938 · 被引用次数：119 · 研究领域：Advanced Wireless Communication Technologies、Radar Systems and Signal Processing、Indoor and Outdoor Localization Technologies

We consider transmit beamforming and reflection pattern design in reconfigurable intelligent surface (RIS)-assisted integrated sensing and communication (ISAC) systems to jointly precode communication symbols and radar waveforms. We treat two settings of multiple users and targets. In the first, we use a single RIS to enhance the communication performance of the ISAC system and design beams with good cross-correlation properties to match a desired beampattern while guaranteeing a desired signal-to-interference-plus-noise ratio (SINR) for each user. In the second setting, we use two dedicated RISs to aid the ISAC system, wherein the beams are designed to maximize the worst-case target illumination power while guaranteeing a desired SINR for each user. We propose solvers based on alternating optimization as the design problems in both cases are non-convex optimization problems. Through numerical simulations, we demonstrate the advantages of RIS-assisted ISAC systems. In particular, we show that the proposed single-RIS assisted ISAC system improves the minimum user SINR while suffering from a moderate loss in radar target illumination power. On the other hand, the dual-RIS assisted ISAC system improves both minimum user SINR as well as worst-case target illumination power at the targets, especially when the users and targets are not directly visible to the ISAC transmitter.