基于并行处理机制的多基地雷达多目标跟踪算法

徐洪奎,王东进,陈卫东

中国工程科学 ›› 2007, Vol. 9 ›› Issue (11) : 151 -156.

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中国工程科学 ›› 2007, Vol. 9 ›› Issue (11) : 151 -156.

基于并行处理机制的多基地雷达多目标跟踪算法

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Multi-target Tracking Algorithm for Multi-static Radar SystemBased on Parallel Processing Mechanism

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摘要

针对用多基地雷达系统跟踪近距离多高速机动目标的场合,提出了一种基于并行处理机制的跟踪 算法。该算法将整个观测数据的关联过程拆分成若干个并行子关联进程,并将确定目标的跟踪过程拆分成 两个并行的三维子进程,同时对距离和拟测值及多普勒速度拟测值进行迭代滤波。仿真结果表明,该算法不 仅能够在杂波中快速精确地跟踪多个机动目标,而且具有很好的收敛特性和稳定性。

Abstract

To investigate the problem of tracking multiple short range high speed maneuvering targets with multi- static radar system, a tracking algorithm based on parallel processing mechanism is derived. The whole measurement association course was divided into some parallel sub-courses, moreover, an established target's tracking course is separated into two parallel3-D sub-courses which execute iterative filtering processes with synthetic distance-sum and Doppler velocity. Simulation results show that the algorithm can accurately track multiple maneuvering targets in clutter with fast speed. Meanwhile, it has good convergence and stability.

关键词

多基地雷达系统 / 多目标跟踪 / 并行处理 / MSJPDA / 并行扩展卡尔曼滤波

Key words

multi-static radar system / multi-target tracking / parallel processing / MSJPDA / parallel extendedkalman filtering

Author summay

徐洪奎(1975-),男,湖南岳阳市人,中国科学技术大学电子工程与信息科学系博士生,主要从事雷达信号处理,微波、毫米波通信研究

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徐洪奎,王东进,陈卫东 基于并行处理机制的多基地雷达多目标跟踪算法[J]. 中国工程科学, 2007, 9(11): 151-156 DOI:

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