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一种异步航迹关联的变异蚁群算法

郭蕴华 袁成

电子学报2012,Vol.40Issue(11):2200-2205,6.
电子学报2012,Vol.40Issue(11):2200-2205,6.DOI:10.3969/j.issn.0372-2112.2012.11.010

一种异步航迹关联的变异蚁群算法

A Mutation Ant Colony Algorithm for the Asynchronous Track Correlation

郭蕴华 1袁成2

作者信息

  • 1. 武汉理工大学能源与动力工程学院,湖北武汉430063
  • 2. 船舶动力工程技术交通行业重点实验室,湖北武汉430063
  • 折叠

摘要

Abstract

A mutation ant colony algorithm for the asynchronous muti-sensor track correlation is proposed. The time synchronization of the asynchronous tracks is implemented by optimal prediction. The infeasible solutions is avoided by dynamically deleting the index of the accessible nodes. The mutation operations for the optimal result is employed to elevate convergent speed and reduce the solving time. A non-uniformly distributional strategy of the initial pheromones is adopted to reduce the invalid assignments. The simulation results show that the computational cost of the algorithm is small and its correct percent of track correlation is iigh.

关键词

异步航迹关联/多维分配/蚁群算法/变异

Key words

asynchronous track correlation/multi-dimention assignment/ant colony algorithm/ mutation

分类

信息技术与安全科学

引用本文复制引用

郭蕴华,袁成..一种异步航迹关联的变异蚁群算法[J].电子学报,2012,40(11):2200-2205,6.

基金项目

国家自然科学基金(No:50979085) (No:50979085)

中央高校基本科研业务费专项资金(No:123205001) (No:123205001)

电子学报

OA北大核心CSCDCSTPCD

0372-2112

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