Title :
Application of active disturbance rejection controller in wheeled mobile robot servo system
Author :
Zhong-Hui Wang ; Zheng-Hua Liu
Author_Institution :
Sch. of Autom. Sci. & Electr. Eng., Beihang Univ., Beijing, China
Abstract :
In wheeled mobile robot servo system, active disturbance rejection control (ADRC) technology is introduced and such controller is designed. It aims at solving the problems including complex external disturbances, changeful model parameters, contradiction between rapidity and overshoot as well as conventional control strategies depending heavily on high precise object model. For parameter tuning, the article presents an intelligent method based on the fusion of genetic algorithm and improved particle swarm optimization. The subsequent simulations prove ADRC performs better than PID control whether in static state with parameter perturbations and square wave disturbances or dynamic state of tracking sinusoidal reference signals. Experiments indicate that ADRC has a good robustness.
Keywords :
active disturbance rejection control; control system synthesis; genetic algorithms; mobile robots; particle swarm optimisation; servomechanisms; ADRC technology; PID control; active disturbance rejection controller; controller design; genetic algorithm; improved particle swarm optimization; parameter perturbation; parameter tuning; proportional-integral-derivative control; square wave disturbance; wheeled mobile robot servo system; DC motors; Educational institutions; Mobile robots; Servomotors; Tracking; Tuning;
Conference_Titel :
Guidance, Navigation and Control Conference (CGNCC), 2014 IEEE Chinese
Conference_Location :
Yantai
Print_ISBN :
978-1-4799-4700-3
DOI :
10.1109/CGNCC.2014.7007252