
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
Multi-target Tracking Algorithm for Multi-static Radar SystemBased on Parallel Processing Mechanism
Xu Hongkui、Wang Dongjin、Chen Weidong
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。
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.
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
multi-static radar system / multi-target tracking / parallel processing / MSJPDA / parallel extendedkalman filtering
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