Stock up on textbooks with 40% off + FREE shipping or choose from thousands of Protocols eBooks at just 9.99 each!

Lecture Notes in Mechanical Engineering

Cyclostationarity: Theory and Methods

Editors: Chaari, F., Leskow, J., Napolitano, A., Sanchez-Ramirez, A. (Eds.)

Free Preview
  • 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 for cyclostationarity
see more benefits

Buy this book

eBook $84.99
price for USA in USD (gross)
  • ISBN 978-3-319-04187-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.99
price for USA in USD
  • ISBN 978-3-319-04186-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the eBook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
About this book

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.

Table of contents (12 chapters)

Table of contents (12 chapters)
  • Time-Angle Periodically Correlated Processes

    Pages 3-14

    Antoni, Jérôme (et al.)

  • Bootstrap for Maximum Likelihood Estimates of PARMA Coefficients

    Pages 15-22

    Dudek, Anna E. (et al.)

  • EM-Based Inference for Cyclostationary Time Series with Missing Observations

    Pages 23-35

    Drake, Christiana (et al.)

  • Subsampling for Weakly Dependent and Periodically Correlated Sequences

    Pages 37-51

    Gajecka-Mirek, Elżbieta

  • Structure of PC Sequences and the 3rd Prediction Problem

    Pages 53-72

    Makagon, Andrzej (et al.)

Buy this book

eBook $84.99
price for USA in USD (gross)
  • ISBN 978-3-319-04187-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.99
price for USA in USD
  • ISBN 978-3-319-04186-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the eBook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Cyclostationarity: Theory and Methods
Editors
  • Fakher Chaari
  • Jacek Leskow
  • Antonio Napolitano
  • Andrea Sanchez-Ramirez
Series Title
Lecture Notes in Mechanical Engineering
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-04187-2
DOI
10.1007/978-3-319-04187-2
Softcover ISBN
978-3-319-04186-5
Series ISSN
2195-4356
Edition Number
1
Number of Pages
VIII, 186
Number of Illustrations
38 b/w illustrations, 28 illustrations in colour
Topics