书目名称 | Cyclostationarity: Theory and Methods |
编辑 | Fakher Chaari,Jacek Leśkow,Andrea Sanchez-Ramirez |
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概述 | Recent research in the field of cyclostationary systems.Provides real object application examples for cyclostationary systems.Presents applications in machine diagnostics, web site with knowledge base |
丛书名称 | Lecture Notes in Mechanical Engineering |
图书封面 |  |
描述 | .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 cyclostati |
出版日期 | Book 2014 |
关键词 | Bootstrap; Condition Monitoring; Cyclostationarity; Fraction-Of-Oime (FOT); Machinery Diagnostics; Subsam |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-319-04187-2 |
isbn_softcover | 978-3-319-04186-5 |
isbn_ebook | 978-3-319-04187-2Series ISSN 2195-4356 Series E-ISSN 2195-4364 |
issn_series | 2195-4356 |
copyright | Springer International Publishing Switzerland 2014 |