Target detection in MIMO radar using Golay complementary sequences in the presence of Doppler

T. Qureshi, M. Zoltowski, R. Calderbank
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引用次数: 6

Abstract

In this paper, we present a method for detecting a point target using multiple antennas when the relative motion between the receivers and the target induces a non-negligible Doppler shift. As a key illustrative example, we consider a 4×4 system employing a unitary matrix waveform set, e.g., formed from Golay complementary sequences. When a non-negligible Doppler shift is induced by the target motion, the waveform matrix formed from the complementary sequences is no longer unitary, resulting in significantly degraded target range estimates. To solve this problem, we adopt a subspace based approach exploiting the observation that the receive matrix formed from matched filtering of the reflected waveforms has a (non-trivial) null-space. Through processing of the waveforms with the appropriate vector from the null-space, we can significantly improve the detection performance. We provide simulation results to confirm the theoretical analysis.
多普勒存在下利用Golay互补序列的MIMO雷达目标检测
在本文中,我们提出了当接收机和目标之间的相对运动引起不可忽略的多普勒频移时,使用多天线检测点目标的方法。作为一个关键的说明性例子,我们考虑一个4×4系统,它采用一个酉矩阵波形集,例如,由Golay互补序列形成。当目标运动引起不可忽略的多普勒频移时,由互补序列形成的波形矩阵不再是统一的,导致目标距离估计明显下降。为了解决这个问题,我们采用一种基于子空间的方法,利用由反射波形的匹配滤波形成的接收矩阵具有(非平凡)零空间的观察。利用零空间中适当的矢量对波形进行处理,可以显著提高检测性能。仿真结果验证了理论分析的正确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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