基于信噪比性能度量的DFRC系统混合波束形成

Yuanzhe Dai, Kaifeng Han, Guo Wei, Ying Du, Zhiqin Wang
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引用次数: 1

摘要

双功能雷达通信(DFRC)是一种很有前途的同时实现雷达探测和通信的解决方案。为了进一步降低硬件成本,本文对DFRC系统的模数混合波束形成问题进行了研究。具体来说,问题是在保证模拟波束形成器的恒模约束的同时,在通信用户(cu)的非凸个体信噪比约束下,使雷达接收机的信噪比最大化。为了解决这一问题,我们提出了一种迭代算法,迭代优化数字和模拟波束形成器。数字波束形成和模拟波束形成设计均被表示为非凸二次约束二次规划(QCQPs),并分别使用半定松弛(SDR)和可行点追踪连续凸逼近(FPP-SCA)技术进行求解。最后,通过数值仿真对所提算法进行了评价,结果表明所提混合波束形成设计的性能接近全数字波束形成设计。
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Hybrid Beamforming for DFRC System Based on SINR Performance Metric
Dual-functional radar-communication (DFRC) is a promising solution to simultaneously implement radar detection and communication. To further reduce the hardware cost, the hybrid analog-digital (HAD) beamforming problem on DFRC system is investigated in this paper. Specifically, the problem is to maximize the SINR of radar receiver under the non-convex individual SINR constraints of communication users (CUs) while guaranteeing the constant modulus constraints of analog beamformer. To solve this problem, we propose an iteration algorithm, which optimizes digital and analog beamformer iteratively. Both digital and analog beamforming designs are formulated as non-convex quadratically constrained quadratic programs (QCQPs), and we use semidefinite relaxation (SDR) and feasible point pursuit successive convex approximation (FPP-SCA) techniques to solve them respectively. Finally, we evaluate the proposed algorithm by numerical simulations, which show that the performance of the proposed hybrid beamforming design is close to that of the full-digital beamforming.
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