Path Planning Research of Soccer Robot Based on Fuzzy Theory

被引:0
作者
Deng Jian-Qiu [1 ]
Hao Cui [2 ]
Liu Yang [3 ]
机构
[1] Tsinghua Univ, Dept Comp Sci & Technol, Beijing 100084, Peoples R China
[2] Beijing Jiaodong Univ, Sch Elect & Informat Engn, Beijing, Peoples R China
[3] China Elect Power Res Inst, Beijing, Peoples R China
来源
MATERIAL SCIENCE AND ENGINEERING TECHNOLOGY | 2012年 / 462卷
关键词
Fuzzy Theory; Soccer Robot; Path Planning; Golden Mean;
D O I
10.4028/www.scientific.net/AMR.462.580
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Aiming at the problem of path planning of soccer robot, based on the principle that the path curve should be smooth and the total length of the path should be short, the fuzzy control method to the whole velocity and the real-time rotational angle was proposed in this paper. The membership functions of fuzzy controller were optimized by golden mean principle. Simulating use the fuzzy control method and the fuzzy control method based on golden mean. Results show that the fuzzy controller optimized by golden mean has better control effect. Robot has better real-timing when avoiding obstacles. The global path will be shorter.
引用
收藏
页码:580 / +
页数:2
相关论文
共 12 条
[1]  
Farhi O., 2008, INT SYST 2008 IS 08, V1, p[4, 4]
[2]   Adaptive Fuzzy Control for the Electric Furnace [J].
Teng, Fei ;
Li, Hongxing .
2009 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND INTELLIGENT SYSTEMS, PROCEEDINGS, VOL 2, 2009, :439-+
[3]  
Wang L, 2006, 2006 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS, VOLS 1-3, P1233
[4]   Immune evolution algorithm based dynamic path planning approach for the soccer robot [J].
Xu, Xinying ;
Yan, Gaowei ;
Xie, Kerning ;
Lin, T. Y. .
GRC: 2007 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING, PROCEEDINGS, 2007, :477-+
[5]  
Xu XY, 2006, WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, P3494
[6]  
Yang Heng-Ling, 2009, TECHNOLOGICAL INNOVA, V32, P43
[7]   Path Planning Algorithm for Mobile Robot Obstacle Avoidance Adopting Bezier Curve Based on Genetic Algorithm [J].
Yang Linquan ;
Luo Zhongwen ;
Tang Zhonghua ;
Lv Weixian .
2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, :3286-+
[8]  
Yang Zhang, 2009, Proceedings of the 2009 International Conference on Computational Intelligence and Security (CIS 2009), P1, DOI 10.1109/CIS.2009.263
[9]  
Yin Lu, 2009, Journal of System Simulation, V21, P3325
[10]  
Yuan Ming-xin, 2009, Journal of System Simulation, V21, P4686