MIMO OFDM Dual-Function Radar-Communication Under Error Rate and Beampattern Constraints

被引:46
|
作者
Johnston, Jeremy [1 ]
Venturino, Luca [2 ,3 ]
Grossi, Emanuele [2 ,3 ]
Lops, Marco [3 ,4 ]
Wang, Xiaodong [1 ]
机构
[1] Columbia Univ, Dept Elect Engn, New York, NY 10027 USA
[2] Univ Cassino & Southern Lazio, Dept Elect & Informat Engn, I-03043 Cassino, Italy
[3] CNIT, I-43124 Parma, Italy
[4] Univ Naples Federico II, Dept Elect & Informat Technol, I-80138 Naples, Italy
关键词
Radar; OFDM; Transmitters; Radar antennas; Optimization; Mutual information; Error analysis; Dual-function radar-communication; integrated sensing and communication; orthogonal frequency division multiplexing; multiple-input multiple-output; waveform design; filter design; differential phase shift keying; WAVE-FORM DESIGN; JOINT RADAR; RESOURCE-MANAGEMENT; MUTUAL-INFORMATION; POWER ALLOCATION; OPTIMIZATION; PERFORMANCE; STRATEGIES; NETWORKS; DPSK;
D O I
10.1109/JSAC.2022.3156651
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 this work we consider a multiple-input multiple-output (MIMO) dual-function radar-communication (DFRC) system, which senses multiple spatial directions and serves multiple users. Upon resorting to an orthogonal frequency division multiplexing (OFDM) transmission format and a differential phase shift keying (DPSK) modulation, we study the design of the radiated waveforms and of the receive filters employed by the radar and the users. The approach is communication-centric, in the sense that a radar-oriented objective is optimized under constraints on the average transmit power, the power leakage towards specific directions, and the error rate of each user, thus safeguarding the communication quality of service (QoS). We adopt a unified design approach allowing a broad family of radar objectives, including both estimation- and detection-oriented merit functions. We devise a suboptimal solution based on alternating optimization of the involved variables, a convex restriction of the feasible search set, and minorization-maximization, offering a single algorithm for all of the radar merit functions in the considered family. Finally, the performance is inspected through numerical examples.
引用
收藏
页码:1951 / 1964
页数:14
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