Cyclostationarity [electronic resource] : theory and methods / Fakher Chaari, Jacek Leśkow, Antonio Napolitano, Andrea Sanchez-Ramirez, editors.
2014
TK5102.9
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Details
Title
Cyclostationarity [electronic resource] : theory and methods / Fakher Chaari, Jacek Leśkow, Antonio Napolitano, Andrea Sanchez-Ramirez, editors.
ISBN
9783319041872 electronic book
3319041878 electronic book
9783319041865
3319041878 electronic book
9783319041865
Published
Cham : Springer, 2014.
Language
English
Description
1 online resource (viii, 186 pages) : illustrations (some color).
Other Standard Identifiers
10.1007/978-3-319-04187-2 doi
Call Number
TK5102.9
Dewey Decimal Classification
621.8
Summary
In the last decade the research in signal analysis was dominated by models that encompass nonstationarity as an important feature. This book presents the results of a workshop held in Grodek, Poland in February 2013 which was dedicated to the investigation of cyclostationary signals. Its main objective is to highlight the strong interactions between theory and applications of cyclostationary signals with the use of modern statistical tools. An important application of cyclostationary signals is the analysis of mechanical signals generated by a vibrating mechanism. Cyclostationary models are very important to perform basic operations on signals in both time and frequency domains. One of the fundamental problems in diagnosis of rotating machine is the identification of significant modulating frequencies that contribute to the cyclostationary nature of the signals. The book shows that there are modern tools available for analyzing cyclostationary signals without the assumption of gaussianity. Those methods are based on the ideas of bootstrap, subsampling and Fraction-of-time (FOT) models. The book is organised in two parts. The first part will be dedicated to pure theory on cyclostationarity. Applications are presented in the second part including several mechanical systems such as bearings, gears, with or without damages.
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Access limited to authorized users.
Source of Description
Description based on online resource; title from PDF title page (SpringerLink, viewed January 20, 2014).
Added Author
Chaari, Fakher, editor of compilation.
Series
Lecture notes in mechanical engineering, 2195-4356
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