Cramer-Rao Bound Optimization for Joint Radar-Communication Beamforming

doi:10.1109/TSP.2021.3135692

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	Cramer-Rao Bound Optimization for Joint Radar-Communication Beamforming
	Liu, Fan 1; Liu, Ya-Feng 2; Li, Ang 3; Masouros, Christos 4; Eldar, Yonina C.5
	2022
发表期刊	IEEE TRANSACTIONS ON SIGNAL PROCESSING
ISSN	1053-587X
卷号	70 页码:240-253
摘要	In this paper, we propose multi-input multi-output (MIMO) beamforming designs towards joint radar sensing and multi-user communications. We employ the Cramer-Rao bound (CRB) as a performance metric of target estimation, under both point and extended target scenarios. We then propose minimizing the CRB of radar sensing while guaranteeing a pre-defined level of signal-to-interference-plus-noise ratio (SINR) for each communication user. For the single-user scenario, we derive a closed form for the optimal solution for both cases of point and extended targets. For the multi-user scenario, we show that both problems can be relaxed into semidefinite programming by using the semidefinite relaxation approach, and prove that the global optimum can be generally obtained. Finally, we demonstrate numerically that the globally optimal solutions are reachable via the proposed methods, which provide significant gains in target estimation performance over state-of-the-art benchmarks.
关键词	Radar Array signal processing Sensors Radar antennas Estimation Optimization Receiving antennas Dual-functional radar-communication joint beamforming Cramer-Rao bound semidefinite relaxation successive convex approximation
DOI	10.1109/TSP.2021.3135692
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[62101234] ; National Natural Science Foundation of China[62101422] ; National Natural Science Foundation of China[12022116] ; Engineering and Physical Sciences Research Council[EP/S028455/1] ; China Academy of Information and Communications Technology[CG20210717002]
WOS研究方向	Engineering
WOS类目	Engineering, Electrical & Electronic
WOS记录号	WOS:000742719600002
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/59903
专题	中国科学院数学与系统科学研究院
通讯作者	Liu, Ya-Feng
作者单位	1.Southern Univ Sci & Technol, Dept Elect & Elect Engn, Shenzhen 518055, Peoples R China 2.Chinese Acad Sci, State Key Lab Sci & Engn Comp, Inst Computat Math & Sci Engn Comp, Acad Math & Syst Sci, Beijing 100190, Peoples R China 3.Xi An Jiao Tong Univ, Fac Elect & Informat Engn, Sch Informat & Commun Engn, Xian 710049, Shaanxi, Peoples R China 4.UCL, Dept Elect & Elect Engn, London WC1E 7JE, England 5.Weizmann Inst Sci, Fac Math & Comp Sci, IL-7610001 Rehovot, Israel
推荐引用方式 GB/T 7714	Liu, Fan,Liu, Ya-Feng,Li, Ang,et al. Cramer-Rao Bound Optimization for Joint Radar-Communication Beamforming[J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING,2022,70:240-253.
APA	Liu, Fan,Liu, Ya-Feng,Li, Ang,Masouros, Christos,&Eldar, Yonina C..(2022).Cramer-Rao Bound Optimization for Joint Radar-Communication Beamforming.IEEE TRANSACTIONS ON SIGNAL PROCESSING,70,240-253.
MLA	Liu, Fan,et al."Cramer-Rao Bound Optimization for Joint Radar-Communication Beamforming".IEEE TRANSACTIONS ON SIGNAL PROCESSING 70(2022):240-253.