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Time-frequency domain for segmentation and classification of non-stationary signals : the Stockwell Transform applied on bio-signals and electric signals /

"Focuses on signal processing algorithms based on the time frequency 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,...

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Bibliographic Details
Main Authors: Moukadem, Ali
Group Author: Abdeslam, Djaffar Ould; Dieterlen, Alain
Published: ISTE ; Wiley,
Publisher Address: London : Hoboken, NJ :
Publication Dates: 2014.
©2014
Literature type: eBook
Language: English
Series: FOCUS Series
Subjects:
Signal processing > Digital techniques > Data processing
Software engineering
Information technology
COMPUTERS > Programming > General
COMPUTERS > Programming > Software Development
Electronic books
Online Access: http://onlinelibrary.wiley.com/book/10.1002/9781118908686
Summary: "Focuses on signal processing algorithms based on the time frequency 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."--Provided by publisher.
Carrier Form: 1 online resource (xi, 135 pages) : illustrations.
Bibliography: Includes bibliographical references and index.
ISBN: 9781118908686
1118908686
9781118908778
1118908775
Index Number: QA76
CLC: TN911.7
Contents: The Need for Time-Frequency Analysis / Ali Moukadem, Djaffar Ould Abdeslam, Alain Dieterlen -- Time-Frequency Analysis:The S-Transform / Ali Moukadem, Djaffar Ould Abdeslam, Alain Dieterlen -- Segmentation and Classification of Heart Sounds Based on the S-Transform / Ali Moukadem, Djaffar Ould Abdeslam, Alain Dieterlen -- Adaline for the Detection of Electrical Events in Electrical Signals / Ali Moukadem, Djaffar Ould Abdeslam, Alain Dieterlen -- FPGA Implementation of the Adaline / Ali Moukadem, Djaffar Ould Abdeslam, Alain Dieterlen.

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