Title :
Knee joint impedance hybrid modeling and control of functional electrical stimulation (FES)-cyclingfor paraplegic: Free swinging trajectory
Author :
Ahmad, M.K.I. ; Ibrahim, B.S.K.K. ; Rahman, K.A.A. ; Masdar, A. ; Nasir, N.H.M. ; Mahadi Abdul Jamil, M.
Author_Institution :
Dept. of Mechatron. & Robotic Eng., Univ. Tun Hussein Onn Malaysia, Parit Raja, Malaysia
Abstract :
Functional electrical stimulation (FES) has been used to restore the function of paralyzed muscles due to spinal cord injury (SCI). FES induced movement control is a significantly challenging area due to complexity and nonlinearity of musculoskeletal system. A crucial issue of FES is the control of motor function by the artificial activation of paralyzed muscles due to the various characteristics of the underlying physiological/biomechanical system. Muscle response characteristics are nonlinear and time-varying with fatigue issues. In this approach only the quadriceps muscle is stimulated to perform the trajectory motion. This paper presents the initial development of control strategies using FLC and GA in order to optimize the system by FES-cycling trajectory control via Analog Digital Converter, ADC.
Keywords :
analogue-digital conversion; bioelectric phenomena; biomechanics; bone; fatigue; fuzzy control; genetic algorithms; injuries; medical control systems; motion control; neuromuscular stimulation; time-varying systems; trajectory control; ADC; FES-cycling trajectory control; FLC; GA optimisation; SCI; analog digital converter; cycling; fatigue; free swinging trajectory; functional electrical stimulation; knee joint impedance hybrid model; motor function control; musculoskeletal system; paralyzed muscles; paraplegic; physiological-biomechanical system; quadriceps muscle; spinal cord injury; time-varying system; trajectory motion control; ADC; Functional electrical stimulation; fuzzy logic; genetic algorithm; paraplegic;
Conference_Titel :
Biomedical Engineering and Sciences (IECBES), 2012 IEEE EMBS Conference on
Conference_Location :
Langkawi
Print_ISBN :
978-1-4673-1664-4
DOI :
10.1109/IECBES.2012.6498183