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Electromyographic (EMG) signal analysis is the process of resolving a composite EMG signal into its constituent motor unit potential trains (classes) and it can be configured as a classification problem. An EMG signal detected by the tip of an inserted needle electrode is the superposition of the individual electrical contributions of the different motor units that are active, during a muscle contraction, and background interference.
This book addresses the process of EMG signal decomposition by developing an interactive classification system, which uses multiple classifier fusion techniques in order to achieve improved classification performance. The developed system combines heterogeneous sets of base classifier ensembles of different kinds and employs both a one level classifier fusion scheme and a hybrid classifier fusion approach. Performance of the developed system was evaluated using synthetic simulated signals of known properties and real signals and compared with the performance of the constituent base classifiers.
This book is directed toward graduate students and researchers in the area of electromyography and professionals in electromyography clinics.
Detalles del libro - Diversity-Based Hybrid Classifier Fusion
EAN (ISBN-13): 9783836435338 ISBN (ISBN-10): 3836435330 Tapa blanda Año de publicación: 2008 Editorial: VDM Verlag 216 Páginas Peso: 0,418 kg Idioma: eng/Englisch
Libro en la base de datos desde 2009-01-29T00:42:03-06:00 (Mexico City) Página de detalles modificada por última vez el 2021-12-30T17:48:11-06:00 (Mexico City) ISBN/EAN: 3836435330
ISBN - escritura alterna: 3-8364-3533-0, 978-3-8364-3533-8 Mode alterno de escritura y términos de búsqueda relacionados: Título del libro: fusion, hybrid
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