EMG artifacts removal during electrical stimulation, a CWT based technique

Maxime Yochum 1 Toufik Bakir 1 Stéphane Binczak 1 Romuald Lepers 2, *
* Auteur correspondant
1 Le2i - Laboratoire Electronique, Informatique et Image [UMR6303]
2 CAPS - Cognition, Action, et Plasticité Sensorimotrice [Dijon - U1093]
Abstract : A technique of artifacts removal based on the continuous wavelet transform is presented. It uses common mother wavelets to find the temporal localization of stimulation artifacts on electromyogram (EMG) signal during an electrically evoked contraction of a muscle. This method can be used with standard stimulation pulse waveforms like monophasics or biphasics ones. It uses a histogram representation to find the best threshold to apply on the CWT domain. The algotithm is presented with Haar wavelet and then it is used with common wavelet famillies such as Daubechies or Symlets.
Keywords : Electromyogram stimulation artifacts source separation wavelet histogram representation
Type de document :
Communication dans un congrès
IEEE Region 10 Symposium, Apr 2014, Kuala Lumpur, Malaysia. Region 10 Symposium, 2014 IEEE 2014, 〈10.1109/TENCONSpring.2014.6863012〉
Liste complète des métadonnées

Littérature citée [11 références]  Voir  Masquer  Télécharger
https://hal.archives-ouvertes.fr/hal-01328483
Contributeur : Maxime Yochum <>
Soumis le : mercredi 8 juin 2016 - 10:08:10
Dernière modification le : mercredi 12 septembre 2018 - 01:26:58

Fichier

EMG artifacts removal during e...
Fichiers produits par l'(les) auteur(s)

Identifiants

Collections

LE2I | U1093 | ICB | UNIV-HESAM

Citation

Maxime Yochum, Toufik Bakir, Stéphane Binczak, Romuald Lepers. EMG artifacts removal during electrical stimulation, a CWT based technique. IEEE Region 10 Symposium, Apr 2014, Kuala Lumpur, Malaysia. Region 10 Symposium, 2014 IEEE 2014, 〈10.1109/TENCONSpring.2014.6863012〉. 〈hal-01328483〉

Exporter

BibTeX TEI DC DCterms EndNote

Partager

Métriques

Consultations de la notice

156

Téléchargements de fichiers

190

Contact

support.ccsd.cnrs.fr
hal.support@ccsd.cnrs.fr
Logo CCSD