基于分层模糊控制的移动机器人路径规划
DOI:
作者:
作者单位:

作者简介:

通讯作者:

中图分类号:

TP273

基金项目:


The path planning of mobile robots based on hierarchical fuzzy systems
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    针对移动机器人的路径规划中,应用模糊控制算法时模糊控制变量过多以及响应速度较慢等问题,简化模糊控制器与移动机器人本身的关系,设计出一种简单的双层模糊控制器实现算法,第一层模糊控制器以距离和方位角为输入量,转角为输出量;第二层以距离和转角为输入量,步长为输出量。解决了一般模糊控制器中“规则库爆炸”的问题,提高移动机器人路径规划算法的效率。经MATLAB仿真,证明算法有效性。

    Abstract:

    Considering the problems that too many fuzzy control varieties and too slow responding velocity in the path planning research of mobile robots with the fuzzy control algorithm, the paper proposed a simple realization algorithm of double layers fuzzy controller through simplifying the relation of the fuzzy controller and the mobile robot. For the first fuzzy controller; the inputs are distance and location-angle, the output is the change-angle; For the second fuzzy controller, the inputs are distance and change-angle, and the output is step. The problem “rules bomb” existing in the general fuzzy controllers has been solved, and it improved the efficiency of mobile robots path planning algorithm. Finally, the algorithm has been proved with efficiency through simulated in MATLAB.

    参考文献
    相似文献
    引证文献
引用本文

任伟建,王飞,吕微. 基于分层模糊控制的移动机器人路径规划[J]. 科学技术与工程, 2010, (10): .
REN Weijian, WANG Fei, LV Wei. The path planning of mobile robots based on hierarchical fuzzy systems[J]. Science Technology and Engineering,2010,(10).

复制
分享
文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:2009-12-21
  • 最后修改日期:2009-12-21
  • 录用日期:2009-12-31
  • 在线发布日期: 2010-03-16
  • 出版日期:
×
律回春渐,新元肇启|《科学技术与工程》编辑部恭祝新岁!
亟待确认版面费归属稿件,敬请作者关注