Performance Analysis and Waveform Optimization of Integrated FD-MIMO Radar-Communication Systems

被引:6
|
作者
Zhou, Xufeng [1 ]
Tang, Lan [1 ]
Bai, Yechao [1 ]
Liang, Ying-Chang [2 ]
机构
[1] Nanjing Univ, Sch Elect Sci & Engn, Nanjing 210093, Peoples R China
[2] Univ Elect Sci & Technol China, Ctr Intelligent Networking & Commun CINC, Chengdu 610054, Peoples R China
基金
中国国家自然科学基金;
关键词
Radar; MIMO radar; Radar antennas; MIMO communication; Wireless communication; Estimation; Array signal processing; Integrated waveform design; FD-MIMO; Cramer-Rao lower bound; optimization of transmit beamforming; DESIGN; ARRAY;
D O I
10.1109/TWC.2021.3085250
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
Multiple-input multiple-output (MIMO) has been used in wireless communications to increase data rates via multiplexing or improve performance via diversity. Additionally, in radar systems, MIMO promises improved parameter identifiability and target resolution. Frequency diverse (FD)-MIMO radar can effectively distinguish targets that are closely spaced in the same angle cell by exploiting its range-angle-dependent transmit beamform. Therefore, in this paper, we first propose an integrated waveform design by embedding weighted, phase-modulated communication signals in the FD-MIMO radar waveform. Then, we derive the Cramer-Rao lower bound (CRLB) of the location estimation and analyze the communication performance achieved when the communication receiver extracts information from the integrated signals. Next, transmit beamforming is optimized to achieve the best tradeoff between the radar and communication performances of the system. Due to the nonconvexity of the optimization problem, we apply sequential parametric convex approximation (SPCA) and semidefinite relaxation (SDR) methods to solve the problem. The simulation results reveal the effects of some parameters, such as the frequency interval, symbol period, and communication symbol sequence, on radar and communication performance and demonstrate the tradeoff between radar and communication obtained by optimizing the transmit beamforming vector.
引用
收藏
页码:7490 / 7502
页数:13
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