EMG Signal Classification Using Support Vector Discriminant Analysis

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ISBN: 3639765222
ISBN 13: 9783639765229
Autor: Yousif, Ahmed
Verlag: SPS
Umfang: 136 S.
Erscheinungsdatum: 21.06.2015
Auflage: 1/2015
Format: 0.9 x 22 x 15
Gewicht: 219 g
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 8305178 Kategorie:

Beschreibung

Classification of neuromuscular disorders using the intramuscular Electromyograph signals was obtained by improve the quality of the signal before feature extraction, and optimize the feature space to provide better discrimination ability. The signal quality evaluation was considered based on determining the best wavelet function for Electromyograph identification and denoising. Optimizing the feature space was performed based on the supervised feature projection method, the Support Vector Discriminant Aanalysis.

Autorenporträt

Ahmed Yousif, Education:Master degree in Biomedical Engineering from Cairo University, 2013.Bachelor degree in Biomedical Engineering from Sudan university of science and technology, 2007.

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