Signal Classification | Comparison of Different Feature Extraction and Machine Learning Algorithms for EMG Signal Classification

Emine Yaman

ISBN 10: 6200498903 / ISBN 13: 9786200498908

Edité par LAP LAMBERT Academic Publishing, 2020

Signal Classification | Comparison of Different Feature Extraction and Machine Learning Algorithms for EMG Signal Classification | Emine Yaman | Taschenbuch | 168 S. | Englisch | 2020 | LAP LAMBERT Academic Publishing | EAN 9786200498908 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu. N° de réf. du vendeur 117948654

Synopsis :

In this study the EMG data that are collected from 25 subjects were analyzed. Two separate groups of myopathy and ALS patients and a control group are the participants of the research. Both females and males are included in the all groups. We preprocessed the EMG signals and used autoregressive method (AR) and discrete wavelet method (DWT) for feature extraction. Features are applied to various classification algorithms, namely Multilayer perceptron, C 4,5, CART, K-NN, Random forest tree.

Détails bibliographiques

Titre : Signal Classification | Comparison of ...
Éditeur : LAP LAMBERT Academic Publishing
Date d'édition : 2020
Reliure : Taschenbuch
Etat : Neu