Title :
Design of a master-slave rehabilitation system using self-tuning fuzzy PI controller
Author :
Guo, Shuxiang ; Zhang, Songyuan ; Song, Zhibin ; Pang, Muye
Author_Institution :
Dept. of Intell. Mech. Syst. Eng., Kagawa Univ., Takamatsu, Japan
Abstract :
Many robotic devices have been developed for stroke patients to recover their upper limb motor function. Among them, master-slave type rehabilitation systems provide surveillance of the therapist to the patient who is performing home-rehabilitation. In this study, we proposed a wearable and light exoskeleton device for upper limb rehabilitation and designed a master-slave rehabilitation system using the exoskeleton device as slave device and a haptic device (Phantom Premium) as master device. To convey therapist´s experience to patients using this system, the slave device is driven to track the motion of the master device manipulated by the therapist. In order to improve the tracking efficacy of traditional PI control, a self-tuning fuzzy PI control was proposed. Results of simulation indicated the proposed control method is more effective than the traditional PI control, particularly in tracking accuracy and response speed.
Keywords :
PI control; adaptive control; control engineering computing; fuzzy control; haptic interfaces; medical computing; motion control; patient rehabilitation; self-adjusting systems; haptic device; home-rehabilitation; light exoskeleton device; master device; master-slave rehabilitation system design; master-slave type rehabilitation systems; motion tracking; phantom premium; response speed; robotic devices; self-tuning fuzzy PI controller; slave device; stroke patients; surveillance; therapist; tracking accuracy; tracking efficacy; upper limb motor function; upper limb rehabilitation; wearable exoskeleton device; Elbow; Exoskeletons; Master-slave; Phantoms; Pi control; Robots; Tracking; Master-Slave system; Matlab/Simulink; Self-Tuning Fuzzy PI control;
Conference_Titel :
Mechatronics and Automation (ICMA), 2012 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4673-1275-2
DOI :
10.1109/ICMA.2012.6285665