Sensing-based Beamforming Design for Joint Performance Enhancement of RIS-Aided ISAC Systems
June 08, 2023 Β· Declared Dead Β· π IEEE Transactions on Communications
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Authors
Xiaowei Qian, Xiaoling Hu, Chenxi Liu, Mugen Peng, Caijun Zhong
arXiv ID
2306.04915
Category
cs.IT: Information Theory
Cross-listed
eess.SP
Citations
52
Venue
IEEE Transactions on Communications
Last Checked
5 months ago
Abstract
Reconfigurable intelligent surface (RIS) has shown its great potential in facilitating device-based integrated sensing and communication (ISAC), where sensing and communication tasks are mostly conducted on different time-frequency resources. While the more challenging scenarios of simultaneous sensing and communication (SSC) have so far drawn little attention. In this paper, we propose a novel RIS-aided ISAC framework where the inherent location information in the received communication signals from a blind-zone user equipment is exploited to enable SSC. We first design a two-phase ISAC transmission protocol. In the first phase, communication and coarse-grained location sensing are performed concurrently by exploiting the very limited channel state information, while in the second phase, by using the coarse-grained sensing information obtained from the first phase, simple-yet-efficient sensing-based beamforming designs are proposed to realize both higher-rate communication and fine-grained location sensing. We demonstrate that our proposed framework can achieve almost the same performance as the communication-only frameworks, while providing up to millimeter-level positioning accuracy. In addition, we show how the communication and sensing performance can be simultaneously boosted through our proposed sensing-based beamforming designs. The results presented in this work provide valuable insights into the design and implementation of other ISAC systems considering SSC.
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