DocumentCode :
3582312
Title :
A fuzzy integrated self-tuning PID technique for mini robot
Author :
Sampath, B.G. ; Asanka Perera, G.V.A.G. ; Dassanayake, W.D.I.G.
Author_Institution :
Dept. of Mech. Eng., Univ. of Moratuwa Katubedda, Moratuwa, Sri Lanka
fYear :
2014
Firstpage :
1
Lastpage :
7
Abstract :
This paper presents the modeling, numerical simulation, control and the testing of a fuzzy integrated self-tuning PID controller for a line following mini robot. The system is modeled for different lighting conditions considering the desired and ambient light intensities. The system modeling is performed in a simulation environment and the generated control parameters are applied to the tuned fuzzy controller. The proposed controller architecture is extended to achieve smooth and fast movements of the robot under varying ambient and surface conditions. This extension of the fuzzy based PID controller can be applied to similar applications which deal with high degrees of environmental lighting changes. The tuned system is capable of self-tune the PID parameters without human interaction. The proposed design shows a significantly improved performance over its conventional counterpart.
Keywords :
control system synthesis; fuzzy control; lighting; mobile robots; three-term control; ambient conditions; ambient light intensities; controller architecture; environmental lighting changes; fast movements; fuzzy integrated self-tuning PID technique; lighting conditions; line following mini robot; numerical simulation; simulation environment; smooth movements; surface conditions; tuned fuzzy controller; Control systems; Lighting; Numerical models; Robot sensing systems; Steady-state; Tuning; Self-tuning PID; fuzzy logic controller; line following robot;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information and Automation for Sustainability (ICIAfS), 2014 7th International Conference on
Type :
conf
DOI :
10.1109/ICIAFS.2014.7069638
Filename :
7069638
Link To Document :
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