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基于人工免疫网络理论的移动机器人路径规划

过金超 刘征 崔光照

郑州轻工业学院学报(自然科学版)2012,Vol.27Issue(4):1-5,5.
郑州轻工业学院学报(自然科学版)2012,Vol.27Issue(4):1-5,5.DOI:10.3969/j.issn.1004-1478.2012.04.001

基于人工免疫网络理论的移动机器人路径规划

Mobile-robot path planning based on artificial immune network

过金超 1刘征 1崔光照1

作者信息

  • 1. 郑州轻工业学院 电气信息工程学院,河南 郑州 450002
  • 折叠

摘要

Abstract

The mobile-robot path planning problem in static environment was studied. A approach based on artificial immune network to solve problems was presented and tested in Webots simulator. The method u-sing dynamics of artificial immune network determined the main action of robot. In the experiment, antibody and antigen were simulated as the behavior of robot and environment. The task used an artificial immune network ( AIN) to act as an independent behavior arbitration mechanism and hence provided effective and efficient task completion. Simulation experiments with the task phase demonstrated that it was effective for robot navigation in complex scenarios. A Webots simulator was used throughout the experiment. Results showed that high degree of autonomy, adaptability and flexibility could be achieved using this combined method.

关键词

人工免疫网络/移动机器人路径规划/Webots

Key words

artificial immune network/ mobile-robot path planning/ Webots

分类

信息技术与安全科学

引用本文复制引用

过金超,刘征,崔光照..基于人工免疫网络理论的移动机器人路径规划[J].郑州轻工业学院学报(自然科学版),2012,27(4):1-5,5.

基金项目

河南省自然科学基金项目(092300410036) (092300410036)

郑州轻工业学院学报(自然科学版)

OACSTPCD

2095-476X

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