Application of fuzzy control to a sonar-based obstacle avoidance mobile robot

被引:26
|
作者
Thongchai, S [1 ]
Kawamura, K [1 ]
机构
[1] Vanderbilt Univ, Intelligent Robot Lab, Dept Elect Engn, Nashville, TN 37235 USA
关键词
D O I
10.1109/CCA.2000.897461
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper describes how fuzzy control can be applied to sonar based obstacle avoidance of HelpMate mobile robot. Behavior-based fuzzy control for HelpMate mobile robot was designed. The design and implementation of fuzzy control system is described. The fuzzy controller provides the mechanism for solving sensor data from all sonar sensors which present different information. Behavior-based approach is implemented as an individual high priority behavior. Using behavior-based solves architecture of behavior selection problem. The highest level behavior is called task-oriented behavior, which consists of two subtasks, wall following and goal following. The lower level is obstacle avoidance behavior. The lowest is an emergency behavior. Visual Basic 6 code was developed for implementation. The fuzzy inference system was created. Helpmate obstacle avoidance was implemented. The result shown that each behavior is work correctly. The HelpMate robot can avoid all obstacles that are detected by sonar sensors.
引用
收藏
页码:425 / 430
页数:6
相关论文
共 50 条
  • [41] Reflexive sonar-based navigation of intelligent robot manipulators in dynamic environments using fuzzy control
    Mbede, JB
    Huang, XH
    Wang, M
    [J]. ADVANCED ROBOTICS, 2000, 14 (03) : 221 - 240
  • [42] Application of NSTRSS in Mobile Robot Obstacle Avoidance Simulation
    Chai Na
    Xu Wangbao
    [J]. MECHATRONICS AND INDUSTRIAL INFORMATICS, PTS 1-4, 2013, 321-324 : 1495 - 1498
  • [43] Obstacle avoidance for a mobile robot:: A neuro-fuzzy approach
    Marichal, GN
    Acosta, L
    Moreno, L
    Méndez, JA
    Rodrigo, JJ
    Sigut, M
    [J]. FUZZY SETS AND SYSTEMS, 2001, 124 (02) : 171 - 179
  • [44] Fuzzy Logic Sensor Fusion for Obstacle Avoidance Mobile Robot
    Sukane, Aggrey Shit
    Cheruiyot, Wilson
    Otieno, Calvin
    Mvurya, Mgala
    [J]. 2018 IST-AFRICA WEEK CONFERENCE (IST-AFRICA), 2018,
  • [45] An Obstacle Avoidance Algorithm Designed for USV Based on Single Beam Sonar and Fuzzy Control
    Chen, Jie
    Pan, Wei
    Guo, Yinbin
    Huang, Chaoxi
    Wu, Haitao
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO), 2013, : 2446 - 2451
  • [46] Sonar-based wall-following control of mobile robots
    Bemporad, A
    Di Marco, M
    Tesi, A
    [J]. JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2000, 122 (01): : 226 - 230
  • [47] Obstacle avoidance of a mobile robot using a hierarchical control
    Abdelmoula, Chokri
    Masmoudi, Mohamed
    Chaari, Fakher
    [J]. 2008 INTERNATIONAL CONFERENCE ON DESIGN & TECHNOLOGY OF INTEGRATED SYSTEMS IN NANOSCALE, 2008, : 161 - +
  • [48] Obstacle Avoidance Control Method of Mobile Robot Motion
    Zhou Bin
    Qian Jinfa
    [J]. COMPUTER-AIDED DESIGN, MANUFACTURING, MODELING AND SIMULATION III, 2014, 443 : 119 - 122
  • [49] A neural model for sonar-based navigation in obstacle fields
    Horiuchi, Timothy K.
    [J]. 2006 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-11, PROCEEDINGS, 2006, : 4543 - 4546
  • [50] Sonar-based mobile robot navigation through supervised learning on a neural net
    Pal, PK
    Kar, A
    [J]. AUTONOMOUS ROBOTS, 1996, 3 (04) : 355 - 374