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Target Tracking for UWB Multistatic Radar Sensor Networks

机译:UWB多基地雷达传感器网络的目标跟踪

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摘要

A multistatic radar based on ultra-wideband (UWB), also known as a UWB radar sensor network, has been shown to represent a very promising solution to localize an intruder moving within a small surveillance area. In this paper, a tracking algorithm based on low-complexity particle filtering is proposed, specifically tailored to UWB radar sensor networks with one transmitter and several receivers. An expression to calculate the particle weights is first derived, combining observations from all receivers. The particle filter is then modified to solve problems caused by blind zones inherently associated with the use of the UWB technology and multistatic configuration. In the proposed improved algorithm, suitable low-complexity particle filtering is employed to estimate velocity. The proposed approach provides high accuracy even at low signal-to-noise ratios with either static or dynamic clutters and it can track complicated maneuvering trajectories.
机译:基于超宽带(UWB)的多静态雷达(也称为UWB雷达传感器网络)已被证明是定位在较小监视区域内移动的入侵者的非常有前途的解决方案。本文提出了一种基于低复杂度粒子滤波的跟踪算法,特别针对具有一个发射器和多个接收器的UWB雷达传感器网络。首先结合所有接收器的观察结果,得出一个计算颗粒重量的表达式。然后修改粒子滤波器,以解决由与UWB技术和多静态配置的使用固有相关的盲区引起的问题。在提出的改进算法中,采用适当的低复杂度粒子滤波来估计速度。所提出的方法即使在具有静态或动态杂波的低信噪比下也能提供高精度,并且它可以跟踪复杂的机动轨迹。

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