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Equilibrium between a statistical MIMO radar and a jammer

机译:统计MIMO雷达和干扰器之间的平衡

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In this paper, we investigate the interaction between a statistical multiple input multiple output (MIMO) radar and an intelligent target equipped with a jammer from the perspective of game theory. In particular, the jammer always tries to prevent the radar from detecting the target via the power allocation optimization. We model the adversarial interaction as a two-person zero-sum game and a Bayesian game, respectively. In the two-person zero-sum game, the radar and the jammer both have complete information, including all the information about themselves and their opponents. In the Bayesian game, the radar and the jammer have incomplete information. The radar cross-section of the target is only known by the jammer, while the radar receiver condition is only known by the MIMO radar. The utility functions are formulated based on the mutual information. The equilibria to these two games are derived respectively.
机译:在本文中,我们研究了统计多输入多输出(MIMO)雷达之间的相互作用以及从博弈论的角度配备有干扰器的智能目标。特别地,干扰器始终尝试通过功率分配优化来防止雷达检测目标。我们分别将对抗互动的对抗互动分别模拟为双人零和游戏和贝叶斯游戏。在两人零和游戏中,雷达和干扰器都有完整的信息,包括关于自己及其对手的所有信息。在贝叶斯游戏中,雷达和干扰物有不完整的信息。目标的雷达横截面仅是干扰器,而雷达接收器条件仅被MIMO雷达已知。实用程序函数基于相互信息制定。分别导出这两个游戏的均衡。

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