Co-simulation of Omnidirectional Mobile Platform Based on Fuzzy Control

Wenchao Zuo, Hongbin Ma*, Xin Wang, Cong Han, Zhuang Li

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Slippage is inevitable when the mecanum wheel moves in a non-ideal environment which likes an uneven ground. Slippage is an important factor affecting the motion accuracy of the mecanum wheel. A novel six-input and five-output fuzzy controller is proposed to improve the motion accuracy of the mecanum wheel mobile platform (MWMP) in this paper. Firstly, the assembly model of the MWMP is designed by Solidworks software. The virtual prototype model can be obtained by Automatic Dynamic Analysis of Mechanical Systems (Adams) performing some parameter settings on the assembly model. Deviation data can be obtained easily and intuitively through ADAMS when the MWMP is moving. Co-simulation between Matlab and Adams is achieved through interface functions between them. Then, an ideal kinematics model is established in the global coordinate system. Finally, the thirteen fuzzy rules are designed based on the ten basic forms of motion of the MWMP. A fuzzy logic system (FLS) with adaptive function is established in Simulink. The experimental results indicate that the FLS can improve the robustness, adaptability and accuracy of the MWMP.

源语言英语
主期刊名Intelligent Robotics and Applications - 12th International Conference, ICIRA 2019, Proceedings
编辑Haibin Yu, Jinguo Liu, Lianqing Liu, Yuwang Liu, Zhaojie Ju, Dalin Zhou
出版商Springer Verlag
405-416
页数12
ISBN(印刷版)9783030275310
DOI
出版状态已出版 - 2019
活动12th International Conference on Intelligent Robotics and Applications, ICIRA 2019 - Shenyang, 中国
期限: 8 8月 201911 8月 2019

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
11741 LNAI
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议12th International Conference on Intelligent Robotics and Applications, ICIRA 2019
国家/地区中国
Shenyang
时期8/08/1911/08/19

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