Design of Path Planning and Obstacle Avoidance for a Wheeled Mobile Robot

Wei Jen Chen, Bing Gang Jhong, Mei Yung Chen

研究成果: 雜誌貢獻文章同行評審

12 引文 斯高帕斯(Scopus)

摘要

This paper proposed a path tracking method for wheeled mobile robot (WMR). This method includes path planning and controller design. In path planning, using B-spline instead of A* algorithm to create smooth and obstacle-avoidance path, so that the possibility of collision can be reduced statistically. In controller design, genetic algorithm (GA) and fuzzy logic control (FLC) are combined together for the velocity control for WMR, which is supposed to move in a certain environment. The suitable membership function of FLC according to the feature of environment, such as distance and angle of WMR, is based on the B-spline path, and the input and output of FLC can be adjusted by GA. Therefore, the WMR can move along the planned path steady, which means our method has good performance.

原文英語
頁(從 - 到)1080-1091
頁數12
期刊International Journal of Fuzzy Systems
18
發行號6
DOIs
出版狀態已發佈 - 2016 十二月 1

ASJC Scopus subject areas

  • Software
  • Theoretical Computer Science
  • Computational Theory and Mathematics
  • Artificial Intelligence

指紋 深入研究「Design of Path Planning and Obstacle Avoidance for a Wheeled Mobile Robot」主題。共同形成了獨特的指紋。

引用此