Voluntary Control of Residual Antagonistic Muscles in Transtibial Amputees: Reciprocal Activation, Coactivation, and Implications for Direct Neural Control of Powered Lower Limb Prostheses

被引:18
作者
Huang, Stephanie [1 ,2 ]
Huang, He [1 ,2 ]
机构
[1] North Carolina State Univ, UNC & NC State Joint Dept Biomed Engn, Raleigh, NC 27695 USA
[2] Univ N Carolina, Chapel Hill, NC 27599 USA
关键词
Residual muscles; volitional control; electromyography; myoelectric control; transtibial amputee; lower limb amputee; powered prosthesis; WALKING; ANKLE; COCONTRACTION; LOCOMOTION; AWARENESS; PATTERNS;
D O I
10.1109/TNSRE.2018.2885641
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Residual ankle muscles (i.e., previously antagonistic ankle muscles) of transtibial amputees are a potential source for continuous feedforward control of powered ankle prostheses using proportional myoelectric control. The ability for transtibial amputees to use their residual ankle muscles for two control input degrees of freedom (i.e., two independent myoelectric control input sources) for direct neural control depends on the ability for amputees to generate varying magnitudes of reciprocal activation and coactivation using their residual ankle muscles, which is not well understood. In this paper, we aimed to fill this knowledge gap. We asked 12 transtibial amputees to control the 2-D movement of a computer cursor using continuous proportional myoelectric control via their residual plantar flexor and residual dorsiflexor muscles to define their reachable 2-D control input space. The x y position of the computer cursor was directly proportional to the independent continuous myoelectric control signals from the residual lateral gastrocnemius (x-axis) and the residual tibialis anterior (y-axis) where the limits of each axis were 0%-100% maximum voluntary activation of the corresponding residual muscle. Our results show that the reachable control input space varied widely across amputee subjects ranging from 38% to 81% of the maximum possible control input space. The cumulative time for the amputee subjects to saturate their reachable control input space ranged from 1.95 to 6.85 min. The amputee subjects used different residual muscle activation patterns and coordination strategies to expand their reachable control input space depending on their ability to perform coactivation and reciprocal activation using their residual plantar flexor and dorsiflexor muscles. The future development of powered lower limb prostheses using direct continuous proportional myoelectric control via residual muscles (e.g., for direct voluntary control of prosthesis joint impedance) should consider how an amputee user's immediately accessible residual muscle activation patterns and reachable 2-D control input space may affect their learning and performance.
引用
收藏
页码:85 / 95
页数:11
相关论文
共 25 条
  • [1] Motor control and learning with lower-limb myoelectric control in amputees
    Alcaide-Aguirre, Ramses E.
    Morgenroth, David C.
    Ferris, Daniel P.
    [J]. JOURNAL OF REHABILITATION RESEARCH AND DEVELOPMENT, 2013, 50 (05) : 687 - 698
  • [2] Powered ankle-foot prosthesis to assist level-ground and stair-descent gaits
    Au, Samuel
    Berniker, Max
    Herr, Hugh
    [J]. NEURAL NETWORKS, 2008, 21 (04) : 654 - 666
  • [3] Postural sway and active balance performance in highly active lower-limb amputees
    Buckley, JG
    O'Driscoll, D
    Bennett, SJ
    [J]. AMERICAN JOURNAL OF PHYSICAL MEDICINE & REHABILITATION, 2002, 81 (01) : 13 - 20
  • [4] Adaptive Slope Walking With a Robotic Transtibial Prosthesis Based on Volitional EMG Control
    Chen, Baojun
    Wang, Qining
    Wang, Long
    [J]. IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2015, 20 (05) : 2146 - 2157
  • [5] Dawley James A, 2013, IEEE Int Conf Rehabil Robot, V2013, P6650389, DOI 10.1109/ICORR.2013.6650389
  • [6] Assessment of the ankle muscle co-contraction during normal gait: A surface electromyography study
    Di Nardo, Francesco
    Mengarelli, Alessandro
    Maranesi, Elvira
    Burattini, Laura
    Fioretti, Sandro
    [J]. JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY, 2015, 25 (02) : 347 - 354
  • [7] Abnormalities in the awareness and control of action
    Frith, CD
    Blakemore, SJ
    Wolpert, DM
    [J]. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2000, 355 (1404) : 1771 - 1788
  • [8] Phantom limb pain and bodily awareness: current concepts and future directions
    Giummarra, Melita J.
    Moseley, G. Lorimer
    [J]. CURRENT OPINION IN ANESTHESIOLOGY, 2011, 24 (05) : 524 - 531
  • [9] Volitional Control of a Prosthetic Knee Using Surface Electromyography
    Ha, Kevin H.
    Varol, Huseyin Atakan
    Goldfarb, Michael
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2011, 58 (01) : 144 - 151
  • [10] Intuitive Control of a Powered Prosthetic Leg During Ambulation A Randomized Clinical Trial
    Hargrove, Levi J.
    Young, Aaron J.
    Simon, Ann M.
    Fey, Nicholas P.
    Lipschutz, Robert D.
    Finucane, Suzanne B.
    Halsne, Elizabeth G.
    Ingraham, Kimberly A.
    Kuiken, Todd A.
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2015, 313 (22): : 2244 - 2252