Power Control Game Between a Distributed Radar Network and a Smart Jammer

被引:4
|
作者
Wu, Jiale [1 ]
Shi, Chenguang [1 ]
Zhang, Weiwei [1 ]
Zhou, Jianjiang [1 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Key Lab Radar Imaging & Microwave Photon, Minist Educ, Nanjing 210016, Peoples R China
来源
IEEE SYSTEMS JOURNAL | 2024年 / 18卷 / 01期
基金
中国国家自然科学基金;
关键词
Distributed radar networks; game theory; jamming attack; power allocation; Stackelberg game; WAVE-FORM DESIGN; MIMO RADAR; RESOURCE-ALLOCATION; THEORETIC ANALYSIS; COGNITIVE RADIO; TARGET TRACKING; EQUILIBRIUM;
D O I
10.1109/JSYST.2023.3334759
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, the game theoretic power control for a distributed radar network in the presence of a smart jammer is investigated. The main objective of the radar network is to minimize its total transmit power while maintaining desirable estimation rates, taking into account the available power of each radar. The jammer, on the other hand, aims at maximizing the damaging effect on the radar system. By formulating the adversarial interaction between the radar system and the jammer as a Nash game and a Stackelberg game, respectively, we compute the optimal power allocation strategies for the radar system incorporating the effect of signal-dependent interference. We begin by studying a radar network where each radar can benefit from the other radars' transmission. The conditions for the existence of the Nash equilibrium and the Stackelberg equilibrium are examined, and algorithms to obtain the optimal transmission strategies for the radar system are developed. Next, we extend the equilibrium analyses to a more general distributed radar network with inter-radar interference. Finally, numerical results are presented to confirm the theoretical analysis.
引用
收藏
页码:61 / 72
页数:12
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