基于干扰游戏的认知雷达鲁棒波形设计

Bin Wang, Xu Chen, Shumin Li, F. Xin, Jinkuan Wang
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引用次数: 2

摘要

由于实际场景中雷达目标先验信息的不确定性,基于雷达目标先验信息设计的波形不能满足参数估计的需要。为了保证复杂目标模型参数估计的性能,在雷达与干扰机分层博弈模型下,提出了一种基于互信息的、对模型不确定性具有鲁棒性的波形设计方法。仿真结果表明,鲁棒波形设计方法有效保证了参数估计性能,为波形能量分配提供了有益的指导。
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Robust Waveform Design Based on Jammer Games in Cognitive Radar
Due to the uncertainties of radar target prior information in the actual scene, the waveform designed based on radar target prior information cannot meet the needs of parameter estimation. In order to ensure the performance of parameter estimation for the complex target model, a mutual information (MI)-based waveform design method which is robust to the model uncertainties under the hierarchical game model of radar and jammer is proposed in this paper. Simulation results indicate that the robust waveform design method ensures the parameter estimation performance effectively and provides useful guidance for waveform energy allocation.
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