Title :
Self-balancing iBOT-like wheelchair based on type-1 and interval type-2 fuzzy control
Author :
Panomruttanarug, Benjamas ; Chotikunnan, Phichitphon
Author_Institution :
Dept. of Control Syst. & Instrum. Eng., King Mongkuts Univ. of Technol. Thonburi, Bangkok, Thailand
Abstract :
This paper focuses on development of a wheelchair model and further on proposing a novel control strategy based on fuzzy logic control in order to lift the front wheels and maintain system stability in the upright position. A type-1 TSK FLS is first introduced to handle stability when the wheelchair is in an inverted pendulum-like situation. An extra control loop is designed to stop the motion after the system is stable. Then an interval type-2 TSK FLS is further developed by blurring the boundaries of the membership functions used in type-1 design. The effectiveness of the two type controllers is shown in the simulation results.
Keywords :
control system synthesis; fuzzy control; handicapped aids; nonlinear systems; pendulums; wheelchairs; wheels; control loop design; control strategy; front wheels; fuzzy logic control; interval type-2 TSK FLS; interval type-2 fuzzy control; inverted pendulum-like situation; membership function; self-balancing iBOT-like wheelchair; system stability; type-1 TSK FLS; type-1 fuzzy control; wheelchair model; Control systems; Force; Fuzzy logic; Simulation; Stability analysis; Wheelchairs; Wheels; TSK; balancing; fuzzy logic; interval type-2; wheelchair;
Conference_Titel :
Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2014 11th International Conference on
Conference_Location :
Nakhon Ratchasima
DOI :
10.1109/ECTICon.2014.6839710