Literature DB >> 28833237

Dynamic optimization of stimulation frequency to reduce isometric muscle fatigue using a modified Hill-Huxley model.

Brian D Doll1, Nicholas A Kirsch2, Xuefeng Bao3, Brad E Dicianno4, Nitin Sharma3,5.   

Abstract

INTRODUCTION: Optimal frequency modulation during functional electrical stimulation (FES) may minimize or delay the onset of FES-induced muscle fatigue.
METHODS: An offline dynamic optimization method, constrained to a modified Hill-Huxley model, was used to determine the minimum number of pulses that would maintain a constant desired isometric contraction force.
RESULTS: Six able-bodied participants were recruited for the experiments, and their quadriceps muscles were stimulated while they sat on a leg extension machine. The force-time (F-T) integrals and peak forces after the pulse train was delivered were found to be statistically significantly greater than the force-time integrals and peak forces obtained after a constant frequency train was delivered. DISCUSSION: Experimental results indicated that the optimized pulse trains induced lower levels of muscle fatigue compared with constant frequency pulse trains. This could have a potential advantage over current FES methods that often choose a constant frequency stimulation train. Muscle Nerve 57: 634-641, 2018.
© 2017 Wiley Periodicals, Inc.

Entities:  

Keywords:  FES; Hill-Huxley model; dynamic optimization; functional electrical stimulation; muscle fatigue; muscle force prediction; neuromuscular electrical stimulation

Mesh:

Year:  2017        PMID: 28833237      PMCID: PMC5817016          DOI: 10.1002/mus.25777

Source DB:  PubMed          Journal:  Muscle Nerve        ISSN: 0148-639X            Impact factor:   3.217


  44 in total

1.  Development of a mathematical model that predicts optimal muscle activation patterns by using brief trains.

Authors:  J Ding; A S Wexler; S A Binder-Macleod
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2.  A mathematical model that predicts the force-frequency relationship of human skeletal muscle.

Authors:  Jun Ding; Anthony S Wexler; Stuart A Binder-Macleod
Journal:  Muscle Nerve       Date:  2002-10       Impact factor: 3.217

3.  A predictive fatigue model--II: Predicting the effect of resting times on fatigue.

Authors:  Jun Ding; Anthony S Wexler; Stuart A Binder-Macleod
Journal:  IEEE Trans Neural Syst Rehabil Eng       Date:  2002-03       Impact factor: 3.802

4.  A novel modulation strategy to increase stimulation duration in neuromuscular electrical stimulation.

Authors:  Ryan J Downey; Matthew Bellman; Nitin Sharma; Qiang Wang; Chris M Gregory; Warren E Dixon
Journal:  Muscle Nerve       Date:  2011-09       Impact factor: 3.217

5.  Predicting human chronically paralyzed muscle force: a comparison of three mathematical models.

Authors:  Laura A Frey Law; Richard K Shields
Journal:  J Appl Physiol (1985)       Date:  2005-11-23

6.  Effects of activation pattern on human skeletal muscle fatigue.

Authors:  S A Binder-Macleod; S C Lee; D W Russ; L J Kucharski
Journal:  Muscle Nerve       Date:  1998-09       Impact factor: 3.217

Review 7.  Motor unit recruitment during neuromuscular electrical stimulation: a critical appraisal.

Authors:  C Scott Bickel; Chris M Gregory; Jesse C Dean
Journal:  Eur J Appl Physiol       Date:  2011-08-26       Impact factor: 3.078

8.  Spatially distributed sequential stimulation reduces fatigue in paralyzed triceps surae muscles: a case study.

Authors:  Robert Nguyen; Kei Masani; Silvestro Micera; Manfred Morari; Milos R Popovic
Journal:  Artif Organs       Date:  2011-04-19       Impact factor: 3.094

9.  Mathematical model that predicts isometric muscle forces for individuals with spinal cord injuries.

Authors:  Jun Ding; Samuel C K Lee; Therese E Johnston; Anthony S Wexler; Wayne B Scott; Stuart A Binder-Macleod
Journal:  Muscle Nerve       Date:  2005-06       Impact factor: 3.217

10.  Muscle-joint unit transfer function derived from torque and surface mechanomyogram in humans using different stimulation protocols.

Authors:  Claudio Orizio; Moshe Solomonow; Bertrand Diemont; Massimiliano Gobbo
Journal:  J Neurosci Methods       Date:  2008-05-23       Impact factor: 2.390

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  2 in total

1.  Stochastically modulated inter-pulse intervals to increase the efficiency of functional electrical stimulation cycling.

Authors:  E A Aksöz; M A Luder; M Laubacher; R Riener; S A Binder-Macleod; K J Hunt
Journal:  J Rehabil Assist Technol Eng       Date:  2018-04-11

2.  Design of the Cooperative Actuation in Hybrid Orthoses: A Theoretical Approach Based on Muscle Models.

Authors:  Francisco Romero-Sánchez; Javier Bermejo-García; Jorge Barrios-Muriel; Francisco J Alonso
Journal:  Front Neurorobot       Date:  2019-07-31       Impact factor: 2.650

  2 in total

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