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DOA estimation in MIMO radar using temporal spatial virtual array with MUSIC algorithm

机译:基于MUSIC算法的时空虚拟阵列在MIMO雷达中的DOA估计

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This paper introduces a new direction of arrival (DOA) estimation method for Doppler radars with Multiple-input multiple-output (MIMO) systems, which have been used in various applications, for example, detection and classification of indoor human activities. To improve DOA estimation accuracy, the temporal-spatial virtual array based on Doppler shift of a moving target has been proposed; hereafter we call it as the conventional method. The estimation accuracy based on the conventional method depends on the velocity and the angle of the single target on which we focus. Thus, it is difficult to implement the method if there are multiple targets in the search area. The proposed method we describe in this paper provides accurate DOA estimation by using output signals of Doppler filter with adaptive PRI control technique, even if there are multiple targets. The performance of the proposed method is compared with that of the conventional method via computer simulations. The simulations show that the new DOA estimation method performs better than the conventional method.
机译:本文介绍了一种具有多输入多输出(MIMO)系统的多普勒雷达的到达方向(DOA)估计新方法,该方法已用于各种应用中,例如室内人类活动的检测和分类。为了提高DOA估计精度,提出了一种基于运动目标多普勒频移的时空虚拟阵列。在下文中,我们将其称为常规方法。基于常规方法的估计精度取决于我们聚焦的单个目标的速度和角度。因此,如果在搜索区域中存在多个目标,则难以实施该方法。我们在本文中描述的提议方法通过使用多普勒滤波器的输出信号和自适应PRI控制技术提供准确的DOA估计,即使存在多个目标也是如此。通过计算机仿真,将所提出的方法的性能与传统方法的性能进行了比较。仿真结果表明,新的DOA估计方法比常规方法具有更好的性能。

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