Stabilizing leaning postures with feedback controlled functional neuromuscular stimulation after trunk paralysis

被引:1
作者
Friederich, Aidan R. W. [1 ,2 ]
Lombardo, Lisa M. [2 ]
Foglyano, Kevin M. [2 ]
Audu, Musa L. [1 ,2 ]
Triolo, Ronald J. [1 ,2 ]
机构
[1] Case Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
[2] Louis Stokes Cleveland Vet Affairs Med Ctr, Adv Platform Technol Ctr, Cleveland, OH 44106 USA
来源
FRONTIERS IN REHABILITATION SCIENCES | 2023年 / 4卷
基金
美国国家卫生研究院;
关键词
spinal cord injury; functional neuromuscular stimulation; seated balance; feedback control; muscle synergies; SPINAL-CORD-INJURY; ELECTRICAL-STIMULATION; MUSCLE SYNERGIES; ASSISTIVE TECHNOLOGY; MODULAR CONTROL; SEATED BALANCE; HIP; COORDINATION; INDIVIDUALS; PRIORITIES;
D O I
10.3389/fresc.2023.1222174
中图分类号
R49 [康复医学];
学科分类号
100215 ;
摘要
Spinal cord injury (SCI) can cause paralysis of trunk and hip musculature that negatively impacts seated balance and ability to lean away from an upright posture and interact fully with the environment. Constant levels of electrical stimulation of peripheral nerves can activate typically paralyzed muscles and aid in maintaining a single upright seated posture. However, in the absence of a feedback controller, such seated postures and leaning motions are inherently unstable and unable to respond to perturbations. Three individuals with motor complete SCI who had previously received a neuroprosthesis capable of activating the hip and trunk musculature volunteered for this study. Subject-specific muscle synergies were identified through system identification of the lumbar moments produced via neural stimulation. Synergy-based calculations determined the real-time stimulation parameters required to assume leaning postures. When combined with a proportional, integral, derivative (PID) feedback controller and an accelerometer to infer trunk orientation, all individuals were able to assume non-erect postures of 30-40 degrees flexion and 15 degrees lateral bending. Leaning postures increased forward reaching capabilities by 10.2, 46.7, and 16 cm respectively for each subject when compared with no stimulation. Additionally, the leaning controllers were able to resist perturbations of up to 90 N, and all subjects perceived the leaning postures as moderately to very stable. Implementation of leaning controllers for neuroprostheses have the potential of expanding workspaces, increasing independence, and facilitating activities of daily living for individuals with paralysis.
引用
收藏
页数:17
相关论文
共 50 条
[1]   Three-dimensional modular control of human walking [J].
Allen, Jessica L. ;
Neptune, Richard R. .
JOURNAL OF BIOMECHANICS, 2012, 45 (12) :2157-2163
[2]   Targeting recovery: Priorities of the spinal cord-injured population [J].
Anderson, KD .
JOURNAL OF NEUROTRAUMA, 2004, 21 (10) :1371-1383
[3]   Intrinsic and Extrinsic Contributions to Seated Balance in the Sagittal and Coronal Planes: Implications for Trunk Control After Spinal Cord Injury [J].
Audu, Musa L. ;
Triolo, Ronald J. .
JOURNAL OF APPLIED BIOMECHANICS, 2015, 31 (04) :221-228
[4]   A neuroprosthesis for control of seated balance after spinal cord injury [J].
Audu, Musa L. ;
Lombardo, Lisa M. ;
Schnellenberger, John R. ;
Foglyano, Kevin M. ;
Miller, Michael E. ;
Triolo, Ronald J. .
JOURNAL OF NEUROENGINEERING AND REHABILITATION, 2015, 12
[5]   Robust Control of the Human Trunk Posture Using Functional Neuromuscular Stimulation: A Simulation Study [J].
Bao, Xuefeng ;
Audu, Musa L. ;
Friederich, Aidan R. ;
Triolo, Ronald J. .
JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME, 2022, 144 (09)
[6]  
Bao XF, 2020, P IEEE RAS-EMBS INT, P1055, DOI 10.1109/BioRob49111.2020.9224363
[7]   Implanted stimulators for restoration of function in spinal cord injury [J].
Bhadra, N ;
Kilgore, KL ;
Peckham, PH .
MEDICAL ENGINEERING & PHYSICS, 2001, 23 (01) :19-28
[8]   A closed-loop self-righting controller for seated balance in the coronal and diagonal planes following spinal cord injury [J].
Bheemreddy, Akhil ;
Lombardo, Lisa M. ;
Miller, Michael E. ;
Foglyano, Kevin M. ;
Nogan-Bailey, Stephanie ;
Triolo, Ronald J. ;
Audu, Musa L. .
MEDICAL ENGINEERING & PHYSICS, 2020, 86 :47-56
[9]   Estimating total maximum isometric force output of trunk and hip muscles after spinal cord injury [J].
Bheemreddy, Akhil ;
Friederich, Aidan ;
Lombardo, Lisa ;
Triolo, Ronald J. ;
Audu, Musa L. .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2020, 58 (04) :739-751
[10]  
Cawley GC, 2007, J MACH LEARN RES, V8, P841