极化MIMO雷达波形设计的博弈论方法

S. Gogineni, A. Nehorai
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引用次数: 2

摘要

极化雷达系统允许发射任意极化波形的灵活性,以匹配目标的散射剖面。由于不同类型的目标具有不同的轮廓线,只有对目标类型进行准确估计,极化雷达系统才能充分发挥其优势。然而,准确的估计需要大量的训练数据,这可能是昂贵的。提出了一种用于分布式多输入多输出(MIMO)雷达目标探测的极化设计方案。我们使用博弈论框架,通过研究所有可能的发射方案对不同可用目标剖面的检测性能的影响,制定了发射极化的选择。这种方法不需要训练数据,并且由于极化设计,我们显示了显着的性能改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Game theoretic approach for polarimetric MIMO radar waveform design
Polarimetric radar systems allow the flexibility of transmitting arbitrarily polarized waveforms that match the scattering profiles of the target. Since different types of targets have varying profiles, the advantages of a polarimetric radar system can fully be exploited only when the type of target is accurately estimated. However, accurate estimation requires a significant amount of training data, which can be expensive. We propose a polarimetric design scheme for distributed Multiple Input Multiple Output (MIMO) radar target detection. We formulate the selection of transmit polarizations using a game theoretic framework by examining the impact of all possible transmit schemes on the detection performance with different available target profiles. This approach does not require training data, and we show a significant performance improvement due to the polarimetric design.
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