Design of Autonomous Robot Soccer System Based on Sugeno Fuzzy

Abstract:

This paper presents the use of a fuzzy logic controller combined with Machine Vision to improve the accuracy to identify ball and speed to approaching ball in Robot Soccer. The conventional robot control consists of methods for path generation and path following. When a robot moves away the desired track, it must return immediately, and while doing so, the obstacle avoidance behavior and the effectiveness of such a path are not guaranteed. So, motion control is a difficult task, especially in real time and high speed control. To achieve good control performance and requirements for timeliness, accuracy to identify and approach the ball, the paper designs a sugeno fuzzy control system, which could make robot complete the whole football performance, including finding, approaching and shooting ball. At the end of the paper, to validate the proposed fuzzy algorithm, the experiment on METALFIGHTER-2 humanoid robot has been run, which showed that the fuzzy controller is effectiveness and robustness.

• Periodical: Applied Mechanics and Materials (Volumes 195-196)
• Pages: 1017-1022
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.195-196.1017
• Online since: August 2012
• Authors: Lei Shi, Qiang Wang, Zhi Jun Sun, Ru Long Xu, Lei Chen
• Keywords: Autonomous, Humanoid Robot Soccer System, Image Processing, Robot Vision, Sugeno Fuzzy System

References

[1] HONG Bing-rong, KE Wen-de, YUAN Quan-de. Mini-humanoid Robots oriented to Education , Entertainment and Research[J] Journal of Harbin Institute of Technology, 2009, 41(2): 1-5. （in chinese）.

[2] LUO Zhen, CAO Qi-xinCHEN Wei-dong．Review On the design of middle size self-determined soccer robot[J], Robot, 2003. 25(4): 384-387.

[3] Kim J H, Shim H S , Jung MJ , et al . Cooperative multi2agentrobotic systems: from the robot2soccer perspective [A]. InProcMIROSOT97 [C], Korea Seoul : Korea Kaist Publisher , (1997).

[4] LIU Yin-ping. Design and Implementation of Soccer Robot Control System[J]. Science Technology and Engineering, 2009, 14 (7): 75-78.

[5] Yu Qian. Based on global vision humanoid soccer robot system construction [D]. ChengDu: XiHua University, 2009 (in Chinese).

[6] Deng meng, LiZu-shu. Humansimulated intelligent control of target tracking for autonomous soccer robot[J] Central South University of Technology(science and technolgy), 2007, 28(1).

[7] Peng Xiu-yang, Li Yi-dang. Stable walking research of humanoid robot control[J]. Taiyuan University of Technology, 2008, 3(6) (in Chinese).

[8] Wei Tian Xiu-si. Humanoid Robots[M]. Beijing: Tsinghua University Press, 2007. 3.

[9] Li Shi-yong. Fuzzy control , Neurocontrol and Intelligent Cybernetics[M]. Harbin Institute of Technology Press, 1998. 9 (in Chinese).

[10] LouShun-tian, Hu Chan-hua, System analysis and design-based on Matlab-Fuzzy System. Xidian University Press. 2001. 5 (in Chinese).