引用本文:张友民,戴冠中,张洪才.并行卡尔曼滤波及其心动阵列实现综述[J].控制理论与应用,1993,10(1):3~12.[点击复制]
ZHANG Youmin, DAI Guanzhong and ZHANG Hongcai.A Survey for Systolic Implementation of Parallel Kalman Filtering[J].Control Theory and Technology,1993,10(1):3~12.[点击复制]
并行卡尔曼滤波及其心动阵列实现综述
A Survey for Systolic Implementation of Parallel Kalman Filtering
摘要点击 952  全文点击 436  投稿时间:1992-04-03  修订日期:1922-10-19
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DOI编号  
  1993,10(1):3-12
中文关键词  并行处理  心动阵列处理器  卡尔曼滤波  平方根滤波  推广卡尔曼滤波
英文关键词  parallel processing  systolic array processor  Kalman filtering  square-root Kalman filtering  extended Kalman filterinng
基金项目  
作者单位
张友民,戴冠中,张洪才 西北工业大学自动控制系 
中文摘要
      本文综述了基于心动(Systolic)阵列结构的并行卡尔曼滤波各种算法及其心动阵列实现,对各种阵列滤波算法在处理单元数,计算时间和效率等方面进行了比较,并对进一步的研究工作提出一些展望。
英文摘要
      Focused on the principle of parallel for Kalman filtering, a variety of published systolic algorithms for standard, square-root and extended Kalman filtering are reviewed and summarized in this paper. For different systolic array implementation of parallel Kalman filtering, the number of processors required, the number of time-step for each iteration and the processor utilization or efficiency are listed for comparison with each other. Finally, the suggestion for future development of parallel Kalman filtering are presented.