A Rate-Splitting Strategy to Enable Joint Radar Sensing and Communication with Partial CSIT

被引:11
|
作者
Cerna-Loli, Rafael [1 ]
Dizdar, Onur [1 ]
Clerckx, Bruno [1 ]
机构
[1] Imperial Coll London, Dept Elect & Elect Engn, London, England
来源
SPAWC 2021: 2021 IEEE 22ND INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (IEEE SPAWC 2021) | 2020年
关键词
Radar-communication (RadCom); MIMO radar; rate-splitting multiple access (RSMA); Alternating Direction Method of Multipliers (ADMM); partial channel state information (CSI) at the transmitter (CSIT); DESIGN;
D O I
10.1109/SPAWC51858.2021.9593133
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In order to manage the increasing interference between radar and communication systems, joint radar and communication (RadCom) systems have attracted increased attention in recent years, with the studies so far considering the assumption of perfect Channel State Information at the Transmitter (CSIT). However, such an assumption is unrealistic and neglects the inevitable CSIT errors that need to be considered to fully exploit the multi-antenna processing and interference management capabilities of a joint RadCom system. In this work, a joint RadCom system is designed which marries the capabilities of a Multiple-Input Multiple-Output (MIMO) radar with Rate-Splitting Multiple Access (RSMA), a powerful downlink communications scheme based on linearly precoded Rate-Splitting (RS) to partially decode multi-user interference (MUI) and partially treat it as noise. In this way, the RadCom precoders are optimized in the presence of partial CSIT to simultaneously maximize the Average Weighted Sum-Rate (AWSR) under QoS rate constraints and minimize the RadCom Mean Squared Error (MSE) against an ideal MIMO radar beampattern. Simulation results demonstrate that RSMA provides the RadCom with more robustness, flexibility and user rate fairness compared to the baseline joint RadCom system based on Space Division Multiple Access (SDMA).
引用
收藏
页码:491 / 495
页数:5
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