Stochastic fuzzy control for an autonomous mobile robot

被引:0
|
作者
Tang, J
Nomiyama, A
Watanabe, K
Yubazaki, N
机构
关键词
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a design method of stochastic fuzzy controller for multi input and output nonlinear systems, in which the fuzzy controller can be designed using a pole assignment without using any conventional fuzzy reasoning. The stochastic fuzzy control method is applied to a nonlinear system of an omnidirectional holonomic mobile robot. The effectiveness of the control scheme is illustrated by numerical simulations for some path tracking problems in the omnidirectional mobile robot with three orthogonal-wheel assemblies.
引用
收藏
页码:316 / 321
页数:6
相关论文
共 50 条
  • [1] FUZZY CONTROL OF AUTONOMOUS MOBILE ROBOT
    Obe, Olumide
    Dumitrache, Joan
    UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, 2010, 72 (03): : 173 - 186
  • [2] FUZZY DRIVE CONTROL OF AN AUTONOMOUS MOBILE ROBOT
    MAEDA, M
    MAEDA, Y
    MURAKAMI, S
    FUZZY SETS AND SYSTEMS, 1991, 39 (02) : 195 - 204
  • [3] Fuzzy Logic Control of an Autonomous Mobile Robot
    El-Teleity, Sawsan Abdel-Latif
    Mansour, Hala M. Abdel-Kader
    Nossair, Zaky B.
    TagElDein, Adly
    2011 16TH INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS, 2011, : 188 - 193
  • [4] Fuzzy Logic Based Control for Autonomous Mobile Robot Navigation
    Omrane, Hajer
    Masmoudi, Mohamed Slim
    Masmoudi, Mohamed
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2016, 2016
  • [5] FUZZY-LOGIC STRATEGIES TO CONTROL AN AUTONOMOUS MOBILE ROBOT
    ROSA, RG
    GARCIAALEGRE, MC
    CYBERNETICS AND SYSTEMS, 1990, 21 (2-3) : 267 - 276
  • [6] Method of autonomous mobile robot navigation by using fuzzy control
    IBM Japan Ltd, Kanagawa, Japan
    Adv Rob, 1 (29-52):
  • [7] Intelligent fuzzy interface technique for the control of an autonomous mobile robot
    Parhi, D. R.
    Singh, M. K.
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2008, 222 (11) : 2281 - 2292
  • [8] A METHOD OF AUTONOMOUS MOBILE ROBOT NAVIGATION BY USING FUZZY CONTROL
    ISHIKAWA, S
    ADVANCED ROBOTICS, 1995, 9 (01) : 29 - 52
  • [9] Fuzzy logic mobile robot velocity control for autonomous navigation
    Baklouti, Emna
    Jallouli, Mohamed
    Ben Amor, Nader
    2015 15TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS (ISDA), 2015, : 69 - 73
  • [10] Fuzzy navigation for an autonomous mobile robot
    Gaonkar, PK
    DelSorbo, A
    Rattan, KS
    NAFIPS 2005 - 2005 Annual Meeting of the North American Fuzzy Information Processing Society, 2005, : 412 - 417