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文章基本信息

  • 标题:Wavefront Propagation and Fuzzy Based Autonomous Navigation
  • 作者:Adel Al-Jumaily ; Cindy Leung
  • 期刊名称:International Journal of Advanced Robotic Systems
  • 印刷版ISSN:1729-8806
  • 电子版ISSN:1729-8814
  • 出版年度:2005
  • 卷号:2
  • 期号:2
  • DOI:10.5772/5799
  • 语种:English
  • 出版社:SAGE Publications
  • 摘要:Path planning and obstacle avoidance are the two major issues in any navigation system. Wavefront propagation algorithm, as a good path planner, can be used to determine an optimal path. Obstacle avoidance can be achieved using possibility theory. Combining these two functions enable a robot to autonomously navigate to its destination. This paper presents the approach and results in implementing an autonomous navigation system for an indoor mobile robot. The system developed is based on a laser sensor used to retrieve data to update a two dimensional world model of therobot environment. Waypoints in the path are incorporated into the obstacle avoidance. Features such as ageing of objects and smooth motion planning are implemented to enhance efficiency and also to cater for dynamic environments.
  • 关键词:possibility theory; wavefront propagation; autonomousrobot; indoor environment
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