Behavior-based mamdani fuzzy controller for mobile robot wall-following

Xiao Li, Dandan Wang
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引用次数: 10

Abstract

Most of the researches on mobile robot wall-following problem are focused on straight or continuous smooth wall-following cases. This paper proposes a behavior-based fuzzy controller for multi-type-wall following. The fuzzy controller provides an information fusion mechanism for combining sensor data from all laser range finder sensors. The behavior-based approach is implemented as a coordinator to manage the switching among various behaviors to solve the multi-type-wall following problem. The simulation results demonstrate that the mobile robot can follow the wall with convex corner and concave corner.
基于行为的移动机器人随墙模糊控制器
移动机器人沿墙问题的研究大多集中在直线或连续光滑沿墙情况。提出了一种基于行为的多类型墙体跟随模糊控制器。模糊控制器提供了一种信息融合机制,将激光测距仪各传感器数据进行融合。基于行为的方法作为协调器来管理各种行为之间的切换,以解决多类型墙跟随问题。仿真结果表明,该移动机器人能够跟随带有凸角和凹角的墙壁。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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