Document Detail


Generation of human bipedal locomotion by a bio-mimetic neuro-musculo-skeletal model.
MedLine Citation:
PMID:  11204394     Owner:  NLM     Status:  MEDLINE    
Abstract/OtherAbstract:
To emulate the actual neuro-control mechanism of human bipedal locomotion, an anatomically and physiologically based neuro-musculo-skeletal model is developed. The human musculo-skeletal system is constructed as seven rigid links in a sagittal plane, with a total of nine principal muscles. The nervous system consists of an alpha motoneuron and proprioceptors such as a muscle spindle and a Golgi tendon organ for each muscle. At the motoneurons, feedback signals from the proprioceptors are integrated with the signal induced by foot-ground contact and input from the rhythm pattern generator; a muscle activation signal is produced accordingly. Weights of connection in the neural network are optimized using a genetic algorithm, thus maximizing walking distance and minimizing energy consumption. The generated walking pattern is in remarkably good agreement with that of actual human walking, indicating that the locomotory pattern could be generated automatically, according to the musculoskeletal structures and the connections of the peripheral nervous system, particularly due to the reciprocal innervation in the muscle spindles. Using the proposed model, the flow of sensory-motor information during locomotion is estimated and a possible neuro-control mechanism is discussed.
Authors:
N Ogihara; N Yamazaki
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Publication Detail:
Type:  Journal Article    
Journal Detail:
Title:  Biological cybernetics     Volume:  84     ISSN:  0340-1200     ISO Abbreviation:  Biol Cybern     Publication Date:  2001 Jan 
Date Detail:
Created Date:  2001-02-02     Completed Date:  2001-03-29     Revised Date:  2004-11-17    
Medline Journal Info:
Nlm Unique ID:  7502533     Medline TA:  Biol Cybern     Country:  Germany    
Other Details:
Languages:  eng     Pagination:  1-11     Citation Subset:  IM    
Affiliation:
Department of Biomedical Engineering, Keio University, Yokohama, Japan. ogihara@anthro.zool.kyoto-u.ac.jp
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MeSH Terms
Descriptor/Qualifier:
Foot / innervation,  physiology
Humans
Mechanoreceptors / physiology
Models, Neurological*
Motor Neurons / physiology*
Muscle Spindles / physiology
Muscle, Skeletal / innervation*,  physiology*
Periodicity
Proprioception / physiology
Touch / physiology
Walking / physiology*

From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine


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