Mobile robot wall-following control using a behavior-based fuzzy controller in unknown environments

T. C. Lin, H. Y. Lin, C. J. Lin, C. C. Chen

研究成果: Article同行評審

1 引文 斯高帕斯(Scopus)

摘要

This paper addresses a behavior-based fuzzy controller (BFC) for mobile robot wall-following control. The wall-following task is usually used to explore an unknown environment. The proposed BFC consists of three sub-fuzzy controllers, including Straight-based Fuzzy Controller (SFC), Left-based Fuzzy Controller (LFC), and Right-based Fuzzy Controller (RFC). The proposed wall-following controller has three characteristics: the mobile robot keeps a distance from the wall, the mobile robot has a high moving velocity, and the mobile robot has a good robustness ability of disturbance. The proposed BFC will be used to control the real mobile robot. The Pioneer 3-DX mobile robot has sonar sensors in front and sides, and it is used in this study. The inputs of BFC are sonar sensors data and the outputs of BFC are robots left/right wheel speed. Experimental results show that the proposed BFC successfully performs the mobile robot wall-following task in a real unknown environment.

原文English
頁(從 - 到)113-124
頁數12
期刊Iranian Journal of Fuzzy Systems
16
發行號5
DOIs
出版狀態Published - 2019 十月

All Science Journal Classification (ASJC) codes

  • Mathematics(all)
  • Computer Science Applications
  • Information Systems and Management
  • Artificial Intelligence

指紋 深入研究「Mobile robot wall-following control using a behavior-based fuzzy controller in unknown environments」主題。共同形成了獨特的指紋。

引用此