Simulation of intelligent single wheel mobile robot

被引:0
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作者
Mechanical and Industrial Engineering, Sultan Qaboos University, P. O. Box: 33 Al-Khod, 123 Muscat, Oman [1 ]
机构
来源
Int. J. Adv. Rob. Syst. | 2007年 / 1卷 / 73-80期
关键词
Computer simulation - Fuzzy control - Fuzzy neural networks - Intelligent robots - Object oriented programming - Robotics;
D O I
10.5772/5707
中图分类号
学科分类号
摘要
Stabilization of a single wheel mobile robot attracted researcher attentions in robotic area. However, the budget requirements for building experimental setups capable in investigating isolated parameters and implementing others encouraged the development of new simulation methods and techniques that beat such limitations. In this work we have developed a simulation platform for testing different control tactics to stabilize a single wheel mobile robot. The graphic representation of the robot, the dynamic solution, and, the control scheme are all integrated on common computer platform using Visual Basic. Simulation indicates that we can control such robot without knowing the detail of it's internal structure or dynamics behaviour just by looking at it and using manual operation tactics. Twenty five rules are extracted and implemented using Takagi-Sugeno's fuzzy controller with significant achievement in controlling robot motion during the dynamic simulation. The resulted data from the successful implementation of the fuzzy model are used to utilize and train a neurofuzzy controller using ANFIS scheme to produce further improvement in robot performance.
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