Title :
Research on Synchronous Control System of Micro Soccer Robot
Author :
Tang, Zhiyong ; Pei, Zhongcai ; Peng, Zhaoqin ; Wang, Zhanlin
Author_Institution :
Beijing Univ. of Aeronaut. & Astronaut., Beijing
Abstract :
Soccer robot is one of the primary factors that effect the performance of robotic soccer system. When soccer robot that has two independent wheel control systems ran linearly, the different load and parameters would influence the accuracy and stability, especially in the centralized robotic soccer system. In order to overcome the limitation of traditional compensation control, a synchronous control system based on fuzzy control was presented. In this system, the PID control based on fuzzy reasoning is used in synchronous compensation, and the fuzzy neural network (FNN) is used in feedback control. The method united the fuzzy control and neural network, fuzzy control didn´t build precise object model and can simulate the human experiences, and the neural network has the capabilities of self-learning and self-adaptation. So the FNN can adapt the change of parameters and disturbance. In order to prove the effectiveness of this controller, simulations have been done.
Keywords :
feedback; fuzzy neural nets; microrobots; mobile robots; multi-robot systems; neurocontrollers; self-adjusting systems; three-term control; PID control; centralized robotic soccer system; feedback control; fuzzy neural network; independent wheel control systems; microsoccer robot; self-adaptation capabilities; self-learning capabilities; synchronous control system; Centralized control; Control systems; Fuzzy control; Fuzzy neural networks; Mobile robots; Neural networks; Radio access networks; Stability; Three-term control; Wheels; fuzzy neural network; micro soccer robot; simulation; synchronous control;
Conference_Titel :
Automation and Logistics, 2007 IEEE International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-1531-1
DOI :
10.1109/ICAL.2007.4338570