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Rate-splitting multiple access for multi-antenna joint radar and communications | |
2021-11 | |
发表期刊 | IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING (IF:8.7[JCR-2023],8.4[5-Year]) |
ISSN | 1932-4553 |
EISSN | 1941-0484 |
卷号 | 15期号:6 |
发表状态 | 已发表 |
DOI | 10.1109/JSTSP.2021.3110312 |
摘要 | Dual-Functional Radar-Communication (DFRC) is a promising paradigm to achieve Integrated Sensing and Communication (ISAC) in beyond 5G. In parallel, Rate-Splitting Multiple Access (RSMA), relying on multi-antenna Rate-Splitting (RS) by splitting messages into common and private streams at the transmitter and Successive Interference Cancellation (SIC) at the receivers, has emerged as a new strategy for multi-user multi-antenna communications systems. In this paper, we show that RSMA can be used as a unified and powerful multiple access and interference management strategy for multi-antenna DFRC system, where the base station has a dual communication and radar capability to simultaneously communicate with downlink users and probe detection signals to azimuth angles of interests. To that end, we design the message splits as well as the precoders of the communication (private and common) streams and radar sequence to jointly maximize the Weighted Sum Rate (WSR) and minimize the radar beampattern approximation Mean Square Error (MSE) subject to the per-antenna power constraint. We make key and refreshing observations. First, the proposed RSMA-assisted DFRC framework embraces existing DFRC frameworks based on Space-Division Multiple Access (SDMA) as subschemes. Second, RSMA exploits synergies in DFRC by making a better use of the common stream and the SIC receivers for the triple function of managing interference among communication users, managing interference between communication and radar, and enhancing radar sensing. Third, by contrasting with existing SDMA-based DFRC schemes where transmitting an additional radar sequence enhances the WSR-MSE tradeoff, RSMA-assisted DFRC frameworks with and without radar sequence achieve the same tradeoff performance and outperform all schemes using SDMA or orthogonal resources. Therefore, by enabling RSMA in DFRC, the system performance is enhanced and the system architecture is simplified since there is no need to use an additional radar sequence. We conclude that RSMA is a powerful multiple access and interference management strategy for DFRC. |
关键词 | Alternating direction method of multipliers (ADMM) beampattern design dual-functional radarcommunication (DFRC) integrated sensing and communication (ISAC) rate-splitting multiple access (RSMA) |
学科门类 | 工学 ; 工学::信息与通信工程 |
URL | 查看原文 |
收录类别 | SCI ; EI ; SCIE |
语种 | 英语 |
IEEE 入藏号 | 9531484 |
来源库 | IEEE |
引用统计 | 正在获取...
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文献类型 | 期刊论文 |
条目标识符 | https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/134123 |
专题 | 信息科学与技术学院 信息科学与技术学院_PI研究组_毛奕婕组 |
作者单位 | 1.College of Electronic Engineering, National University of Defense Technology, Hefei, China 2.Communications and Signal Processing Group, Department of Electrical and Electronic Engineering, Imperial College London, London, U.K. 3.School of Information Science and Technology, ShanghaiTech University, Shanghai, China |
推荐引用方式 GB/T 7714 | Chengcheng Xu,Bruno Clerckx,Shiwa Chen,et al. Rate-splitting multiple access for multi-antenna joint radar and communications[J]. IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING,2021,15(6). |
APA | Chengcheng Xu,Bruno Clerckx,Shiwa Chen,Yijie Mao,&Jianyun Zhang.(2021).Rate-splitting multiple access for multi-antenna joint radar and communications.IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING,15(6). |
MLA | Chengcheng Xu,et al."Rate-splitting multiple access for multi-antenna joint radar and communications".IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING 15.6(2021). |
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