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拓扑序列航迹相关的高效修正算法

吴泽民 蒋叶金 任姝婕

西安电子科技大学学报(自然科学版)2011,Vol.38Issue(2):180-186,7.
西安电子科技大学学报(自然科学版)2011,Vol.38Issue(2):180-186,7.DOI:10.3969/j.issn.1001-2400.2011.02.032

拓扑序列航迹相关的高效修正算法

Effectively modified topology sequence track correlation algorithm

吴泽民 1蒋叶金 2任姝婕3

作者信息

  • 1. 解放军理工大学,通信工程学院,江苏南京,210007
  • 2. 中国人民解放军73683部队,福建福州350102
  • 3. 解放军理工大学,理学院,江苏南京,210007
  • 折叠

摘要

Abstract

To release the huge calculation load for the track correlation algorithm based on the topology sequence facing large sensor system error, the approximate linear transformation relationship between topology sequences from different sensors is firstly discussed, where sensor system errors are considered. The SVD method for space points set matching problem is directly used to estimate the linear transformation. A decision for topology sequences matching is made after validating the linear parameters. The SVD based track correlation algorithm is efficient, especially for far-away targets. The efficiency of the SVD based algorithm is validated by simulation. Because of removing the dilemma of choosing the angle and range search step sizes for the basic topology sequence algorithm, not only is the computational time reduced about 90%, but also the successful rate of correlation is improved.

关键词

数据融合/航迹相关/奇异值分解/拓扑

分类

信息技术与安全科学

引用本文复制引用

吴泽民,蒋叶金,任姝婕..拓扑序列航迹相关的高效修正算法[J].西安电子科技大学学报(自然科学版),2011,38(2):180-186,7.

基金项目

国家863计划高技术资助项目(2008AA01Z216) (2008AA01Z216)

国家973资助项目(2009CB3020402) (2009CB3020402)

西安电子科技大学学报(自然科学版)

OA北大核心CSCDCSTPCD

1001-2400

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