High Resolution Target Range Estimation in the Presence of Multipath Using JDEF

M. Reger, S. Thomopoulos
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Abstract

The Joint Detection/Estimation Filter (JDEF) [1,2] can be utilized to improve the performance of a single Extended Kalmart Filter (EKF) when the problem of estimation involves a large initial variance. In this case the JDEF is used to estimate the presence and location of a point target when the received signal is corrupted by multipath. In the formulation of the problem it was assumed that both the target and sensor were stationary and that there was an equal probability of the point target being present or absent along a center look direction. This implementation of the JDEF proved to be quite successful and can be easily expanded to estimate a larger number of unknown parameters.
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基于JDEF的多路径下高分辨率目标距离估计
当估计问题涉及较大的初始方差时,可以利用联合检测/估计滤波器(JDEF)[1,2]来提高单个扩展Kalmart滤波器(EKF)的性能。在这种情况下,当接收到的信号被多路径破坏时,JDEF用于估计点目标的存在和位置。在问题的表述中,假设目标和传感器都是静止的,并且点目标沿中心方向存在或不存在的概率相等。JDEF的这个实现被证明是相当成功的,并且可以很容易地扩展以估计更多数量的未知参数。
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