首页> 外文会议>International Conference on Advances in Machine Learning and Cybernetics(ICMLC 2005); 20050818-21; Guangzhou(CN) >Hierarchical Fuzzy Behavior-Based Control Method for Autonomous Mobile Robot Navigation
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Hierarchical Fuzzy Behavior-Based Control Method for Autonomous Mobile Robot Navigation

机译:基于层次模糊行为的自主移动机器人导航控制方法

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摘要

This paper proposes the core theoretical foundations on design of the Compound Zeno Behavior in hierarchical hybrid behaviors, including the definitions of different types of behaviors and some theorems. New hierarchical fuzzy behavior-based control architecture of an autonomous mobile robot using the information extracted from its sensors in unknown environments is presented. After that, the paper focuses on the coordination and fusion of the elementary behaviors, which are achieved by means of fuzzy reasoning scheme. Simulation results illustrate the effective performance of the control architecture.
机译:本文提出了分层混合行为中复合芝诺行为设计的核心理论基础,包括不同行为类型的定义和一些定理。提出了一种使用未知环境中从其传感器提取的信息的自主移动机器人的基于分层模糊行为的新型控制架构。之后,本文重点研究了基本行为的协调和融合,这是通过模糊推理方案实现的。仿真结果说明了控制架构的有效性能。

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