A Simulation Study of an FES Based Rehabilitation Control System

被引:0
|
作者
Li Peng-Feng [1 ,2 ]
Hou Zeng-Guang [1 ]
Zhang Feng [1 ,2 ]
Chen Yi-Xiong [1 ,2 ]
Li Qing-Ling [1 ]
Tan Min [1 ]
机构
[1] Chinese Acad Sci, Inst Automat, Lab Complex Syst & Intelligence Sci, Beijing 100190, Peoples R China
[2] Chinese Acad Sci, Grad Sch, Beijing 100190, Peoples R China
关键词
Rehabilitation; FES; Nonlinear Control; Fuzzy Control; Tracking-Differentiator; FUNCTIONAL ELECTRICAL-STIMULATION; LOCOMOTION; MODEL;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper studies the use of functional electrical stimulation (FES) method with movement in patients with paraplegia (SCI) for rehabilitation. When FES is applied to the muscles in patients with certain frequency and amplitude of electrical stimulation, the stimulated muscles generate contraction strength. The use of FES can effectively prevent muscle atrophy in patients with paraplegia, and produce good rehabilitation results. This paper is focused on the use of multi-channel FES to lower extremity and the control of multi-muscle to generate rehabilitation movements. Because of the complexity of human motion, this paper has established a three-dimensional musculoskeletal model of the human body. Based on this model, the control of multi-channel FES to achieve cycling has been simulated. The controller designed in this paper is divided into two layers: the outer layer is based on fuzzy control method and it generates desired torque which is needed for cycling movement; the inner layer is a composite controller based on feedforward and PID control, and this layer control of multi-channel FES stimulate muscles to produce desired torque for tracking purposes. The controller of the inner layer uses tracking differentiator to obtain derivative information for the control system. Finally, the simulation results provided shows the effectiveness of the proposed method.
引用
收藏
页码:6107 / 6112
页数:6
相关论文
共 12 条
  • [1] Dynamic simulation of FES-cycling:: Influence of ndividual parameters
    Gföhler, M
    Lugner, P
    [J]. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2004, 12 (04) : 398 - 405
  • [2] Computer simulation study of human locomotion with a three-dimensional entire-body neuro-musculo-skeletal model (I. Acquisition of normal walking)
    Hase, K
    Yamazaki, N
    [J]. JSME INTERNATIONAL JOURNAL SERIES C-MECHANICAL SYSTEMS MACHINE ELEMENTS AND MANUFACTURING, 2002, 45 (04) : 1040 - 1050
  • [3] MYOCYBERNETIC CONTROL MODEL OF SKELETAL-MUSCLE
    HATZE, H
    [J]. BIOLOGICAL CYBERNETICS, 1977, 25 (02) : 103 - 119
  • [4] Extreme learning machine: Theory and applications
    Huang, Guang-Bin
    Zhu, Qin-Yu
    Siew, Chee-Kheong
    [J]. NEUROCOMPUTING, 2006, 70 (1-3) : 489 - 501
  • [5] Control strategies for integration of electric motor assist and functional electrical stimulation in paraplegic cycling:: Utility for exercise testing and mobile cycling
    Hunt, KJ
    Stone, B
    Negård, NO
    Schauer, T
    Fraser, MH
    Cathcart, AJ
    Ferrario, C
    Ward, SA
    Grant, S
    [J]. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2004, 12 (01) : 89 - 101
  • [6] Stimulation pattern-free control of FES cycling: Simulation study
    Kim, Chul-Seung
    Eom, Gwang-Moon
    Hase, Kazunori
    Khang, Gon
    Tack, Gye-Rae
    Yi, Jeong-Han
    Jun, Jae-Hoon
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, 2008, 38 (01): : 125 - 134
  • [7] LIBERSON W T, 1961, Arch Phys Med Rehabil, V42, P101
  • [8] Generation of human bipedal locomotion by a bio-mimetic neuro-musculo-skeletal model
    Ogihara, N
    Yamazaki, N
    [J]. BIOLOGICAL CYBERNETICS, 2001, 84 (01) : 1 - 11
  • [9] Control of leg-powered paraplegic cycling using stimulation of the lumbo-sacral anterior spinal nerve roots
    Perkins, TA
    Donaldson, ND
    Hatcher, NAC
    Swain, ID
    Wood, DE
    [J]. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2002, 10 (03) : 158 - 164
  • [10] Riener R, 1998, IEEE Trans Rehabil Eng, V6, P113, DOI 10.1109/86.681177