Title :
Grasped object stiffness detection for adaptive PID sliding mode position control of a prosthetic hand
Author :
Andrecioli, Ricardo ; Engeberg, Erik D.
Author_Institution :
Mech. Eng. Dept., Univ. of Akron, Akron, OH, USA
Abstract :
A PID sliding mode position controller and an adaptive sliding mode controller are presented for a prosthetic hand. The adaptive controller modulates the PID gains based on the detected stiffness of the grasped object. The results from benchtop experiments indicate statistically significant improvements such as improved tracking error and reduced steady state error in the system response when using the adaptive controller.
Keywords :
adaptive control; position control; prosthetics; statistical analysis; three-term control; variable structure systems; adaptive PID sliding mode position control; adaptive controller; grasped object stiffness detection; prosthetic hand; statistically significant improvements; steady state error; stiffness detection; Gain measurement; Grasping; Position control; Prosthetic hand; Springs; Standards; Steady-state;
Conference_Titel :
Biomedical Robotics and Biomechatronics (BioRob), 2012 4th IEEE RAS & EMBS International Conference on
Conference_Location :
Rome
Print_ISBN :
978-1-4577-1199-2
DOI :
10.1109/BioRob.2012.6290752