PRINCIPLES OF MOTOR RECOVERY IN POST-STROKE PATIENTS USING HAND EXOSKELETON CONTROLLED BY THE BRAIN-COMPUTER INTERFACE BASED ON MOTOR IMAGERY

被引:24
作者
Frolov, A. A. [1 ,2 ,4 ]
Husek, D. [3 ]
Biryukova, E. V. [1 ,4 ]
Bobrov, P. D. [1 ,4 ]
Mokienko, O. A. [4 ,5 ]
Alexandrov, A. V. [1 ]
机构
[1] Russian Acad Sci, Inst Higher Nervous Act & Neurophysiol, Moscow, Russia
[2] Tech Univ Ostrava, FEI, Ostrava, Czech Republic
[3] Czech Acad Sci, Inst Comp Sci, Prague, Czech Republic
[4] Russian Natl Res Med Univ, Moscow, Russia
[5] Res Ctr Neurol, Moscow, Russia
关键词
brain computer interface; motor imagery; post-stroke and post-traumatic patients; arm and hand exoskeleton; proportional derivative controller; motor synergy; clinical application; BIOMECHANICAL ANALYSIS; STROKE REHABILITATION; MOVEMENT STRATEGIES; ARM; RELEVANT; DYNAMICS; MODEL; CLASSIFICATION; RELIABILITY; PERFORMANCE;
D O I
10.14311/NNW.2017.27.006
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Motor recovery in post-stroke and post-traumatic patients using exoskeleton controlled by the brain-computer interface (BCI) is a new and promising rehabilitation procedure. Its development is a multidisciplinary research which requires, the teamwork of experts in neurology, neurophysiology, physics, mathematics, biomechanics and robotics. Some aspects of all these fields of study concerning the development of this rehabilitation procedure are described in the paper. The description includes the principles and physiological prerequisites of BCI based on motor imagery, biologically adequate principles of exoskeleton design and control and the results of clinical application.
引用
收藏
页码:107 / 137
页数:31
相关论文
共 95 条
  • [1] Closed-loop and open-loop control of posture and movement during human trunk bending
    Alexandrov, A. V.
    Frolov, A. A.
    [J]. BIOLOGICAL CYBERNETICS, 2011, 104 (06) : 425 - 438
  • [2] Alexandrov AV, 2005, BIOL CYBERN, V93, P309, DOI [10.1007/s00422-005-0004-1, 10.1007/s00422-005-0004-l]
  • [3] Biomechanical analysis of movement strategies in human forward trunk bending. II. Experimental study
    Alexandrov, AV
    Frolov, AA
    Massion, J
    [J]. BIOLOGICAL CYBERNETICS, 2001, 84 (06) : 435 - 443
  • [4] Biomechanical analysis of movement strategies in human forward trunk bending. I. Modeling
    Alexandrov, AV
    Frolov, AA
    Massion, J
    [J]. BIOLOGICAL CYBERNETICS, 2001, 84 (06) : 425 - 434
  • [5] APPLICATION OF A MAGNETIC TRACKING DEVICE TO KINESIOLOGIC STUDIES
    AN, KN
    JACOBSEN, MC
    BERGLUND, LJ
    CHAO, EYS
    [J]. JOURNAL OF BIOMECHANICS, 1988, 21 (07) : 613 - &
  • [6] A Randomized Controlled Trial of EEG-Based Motor Imagery Brain-Computer Interface Robotic Rehabilitation for Stroke
    Ang, Kai Keng
    Chua, Karen Sui Geok
    Phua, Kok Soon
    Wang, Chuanchu
    Chin, Zheng Yang
    Kuah, Christopher Wee Keong
    Low, Wilson
    Guan, Cuntai
    [J]. CLINICAL EEG AND NEUROSCIENCE, 2015, 46 (04) : 310 - 320
  • [7] Ang Kai Keng, 2014, Front Neuroeng, V7, P30, DOI 10.3389/fneng.2014.00030
  • [8] [Anonymous], 2013, Mathematical control theory: deterministic finite dimensional systems
  • [9] [Anonymous], 1998, Mach Learn, DOI DOI 10.1023/A:1017181826899
  • [10] [Anonymous], 1996, RES ECOL PS