Independent component analysis: An application for muscular contraction classification

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dc.contributor.authorDaochai, S.
dc.contributor.authorSueaseenak, D.
dc.contributor.authorChanwimalueang, T.
dc.contributor.authorLaoopugsin, N.
dc.contributor.authorPintavirooj, C.
dc.date.accessioned2026-08-06T09:55:52Z
dc.date.available2026-08-06T09:55:52Z
dc.date.issued2007-12-01
dc.description.abstractWe develop a multi-channel electromyogram acquisition system using PSOC microcontroller to aquire multichannel EMG signals. An array of 4 x 4 surface electrodes is used to record the EMG signal. B-spline interpolation technique has been utilized to map the EMG signal on the muscle surface. The topological mapping of the EMG is then analyzed to classify the pattern of muscle contraction. The proposed system was successfully demonstrated to record EMG data and its surface mapping. The muscular contraction classification of mapping using independent component analysis demonstrates promising results. ©2007 IEEE.
dc.identifier.citation2007 6th International Conference on Information Communications and Signal Processing Icics, 2007
dc.identifier.doi10.1109/ICICS.2007.4449674
dc.identifier.other2-s2.0-50449111058
dc.identifier.urihttps://dspace.kmitl.ac.th/handle/123456789/1789
dc.source2007 6th International Conference on Information Communications and Signal Processing Icics
dc.subjectEMG
dc.subjectICA
dc.subjectPCA
dc.subjectPSOC
dc.titleIndependent component analysis: An application for muscular contraction classification
dc.typeConference Paper

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