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面向扩展目标检测的雷达收发联合优化方法OA

Radar transceiving joint optimization method for extended target detection

中文摘要英文摘要

针对基于数字射频存储器(DRFM)的间歇采样转发干扰(ISRJ)对现代雷达探测性能的破坏性影响,提出一种面向扩展目标检测的雷达发射波形与接收滤波器联合优化方法.首先构建包含ISRJ的宽带雷达信号收发联合优化问题模型;然后针对该非凸优化问题,提出交替方向乘子法(ADMM)和坐标下降(CD)算法两种求解策略,并进一步分析两种方法的计算复杂度.仿真结果表明,所提方法均能够有效提升输出信干噪比(SINR),验证了所提联合优化方法在ISRJ环境下进行扩展目标检测时的有效性和适用性;与其他方法相比,ADMM法在干扰抑制深度和输出波形纯净度方面表现突出,而CD法在收敛速度和计算成本方面具有显著优势.

Aimed at the destructive impact of intermittent sampling repeater jamming(ISRJ)based on digital radio frequency memory(DRFM)on the detection performance of modern radar,a joint optimization method of radar transmitting waveform and receiving filter is proposed for extended target detection.First,a joint optimiza-tion model is established for wideband radar signal transceiving with ISRJ included.Then,for the resulting non-convex optimization problem,two solution strategies are proposed,namely the alternating direction method of multipliers(ADMM)and the coordinate descent(CD)algorithm,and the computational complexity of the two methods is further analyzed.Simulation results demonstrate that the proposed methods can effectively improve the output signal-to-interference-plus-noise ratio(SINR),thereby verifying the effectiveness and applicability of the joint optimization method for extended target detection in ISRJ environments,and that compared with other meth-ods,the ADMM-based method stands out in terms of the depth of interference suppression and the purity of the output waveform,while the CD-based method exhibits notable advantages in terms of convergence speed and computational cost.

张子杰;程旭;姚誉;吴云韬

武汉工程大学计算机科学与工程学院,武汉 430205武汉工程大学计算机科学与工程学院,武汉 430205海南大学信息与通信工程学院,海口 570228武汉工程大学计算机科学与工程学院,武汉 430205

信息技术与安全科学

雷达抗干扰间歇采样转发干扰扩展目标检测ADMMCD算法

radar anti-jammingintermittent sampling repeater jammingextended target detectionADMMcoordinate descent(CD)algorithm

《空天预警研究学报》 2026 (1)

15-21,7

国家自然科学基金(62401589)湖北省自然科学基金(2024AFB653)湖北省教育厅科学研究计划重点项目(D20241503)

10.3969/j.issn.2097-180X.2026.01.003

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