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    Multiclassifiers with competence function applied to the recognition of EMG signals for the control of bio-prosthetic hand

    Access Status
    Fulltext not available
    Authors
    Kurzynski, M.
    Woloszynski, Tomasz
    Wolczowski, A.
    Date
    2009
    Type
    Conference Paper
    
    Metadata
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    Citation
    Kurzynski, M. and Woloszynski, T. and Wolczowski, A. 2009. Multiclassifiers with competence function applied to the recognition of EMG signals for the control of bio-prosthetic hand.
    Source Title
    Final Program and Abstract Book - 9th International Conference on Information Technology and Applications in Biomedicine, ITAB 2009
    DOI
    10.1109/ITAB.2009.5394318
    ISBN
    9781424453795
    School
    Department of Mechanical Engineering
    URI
    http://hdl.handle.net/20.500.11937/45904
    Collection
    • Curtin Research Publications
    Abstract

    The paper presents a concept of bio-prosthesis control via recognition of user intent on the basis of myopotentials acquired of his body. We assume that in the control process each prosthesis operation consists of specific sequence of elementary actions. The multiclassifier systems with fusion/selection strategy based on competence function are applied to the recognition of patient's intent. Experimental investigations of the proposed multiclassifiers for real data are performed and results are discussed. Classification results obtained for three simple fusion methods and one multiclassifier system are used for a comparison. ©2009 IEEE.

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