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Performance analysis on MIMO radar waveform based on mutual information and minimum mean-square error estimation

机译:基于互信息和最小均方误差估计的MIMO雷达波形性能分析

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Multiple-Input Multiple-Output (MIMO) technology can improve the performance of radar by spatial diversity. Two methods for designing MIMO radar waveform are introduced in this paper. The first one is to design waveforms that maximize the conditional mutual information (MI) between the reflected waveform and the channel impulse response. The second one is to minimize the minimum mean-square error (MMSE) in channels estimation. A particular analysis of detection performance is made here to illuminate the improvement. Finally the simulation results are presented and the performances of the two approaches are compared.
机译:多输入多输出(MIMO)技术可以通过空间分集来提高雷达的性能。介绍了两种设计MIMO雷达波形的方法。第一个是设计使反射波形和通道脉冲响应之间的条件互信息(MI)最大化的波形。第二个是最小化信道估计中的最小均方误差(MMSE)。此处对检测性能进行了特殊分析,以阐明改进之处。最后给出了仿真结果,并比较了两种方法的性能。

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