Time-Frequency Domain for Segmentation and Classification of Non-stationary Signals: The Stockwell Transform Applied on Bio-signals and Electric Signals - Couverture rigide

Moukadem, Ali; Abdeslam, Djaffar Ould; Dieterlen, Alain

Couverture rigide

ISBN 10 : 1848216130 ISBN 13 : 9781848216136

Editeur : Wiley-ISTE, 2014

Synopsis

Time Frequency Domain For Segmentation And Classification Of Non Stationary Signals BY Ali Moukadem, Djaffar Ould Abdeslam, John Wiley, Hardcover, 2014

A propos du livre

Présentation de l'éditeur :

This book focuses on signal processing algorithms based on the timefrequency domain. Original methods and algorithms are presented which are able to extract information from non–stationary signals such as heart sounds and power electric signals. The methods proposed focus on the time–frequency domain, and most notably the Stockwell Transform for the feature extraction process and to identify signatures. For the classification method, the Adaline Neural Network is used and compared with other common classifiers. Theory enhancement, original applications and concrete implementation on FPGA for real–time processing are also covered in this book.

À propos de cette édition

• Éditeur: Wiley-ISTE
• Date d'édition: 2014
• ISBN 10: 1848216130
• ISBN 13: 9781848216136
• Reliure: Relié
• Nombre de pages: 142