Time-frequency domain for segmentation and classification of non-stationary signals : the Stockwell Transform applied on bio-signals and electric signals
by
Moukadem, Ali, author.
Title
:
Time-frequency domain for segmentation and classification of non-stationary signals : the Stockwell Transform applied on bio-signals and electric signals
Author
:
Moukadem, Ali, author.
ISBN
:
9781118908686
9781118908778
Physical Description
:
1 online resource (xi, 135 pages) : illustrations.
Series
:
FOCUS Series
Focus nanoscience and nanotechnology series.
Abstract
:
"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.
Subject Term
:
Signal processing -- Digital techniques -- Data processing.
Software engineering.
Added Author
:
Abdeslam, Djaffar Ould,
Dieterlen, Alain,
Electronic Access
:
Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
---|
Online Library | E-Book | 341996-1001 | ONLINE(341996.1) | | Elektronik Kütüphane |