Cyclostationarity: Theory and Methods III
Contributions to the 9th Workshop on Cyclostationary Systems and Their Applications, Grodek, Poland, 2016
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ISBN-13:
9783319846538
Veröffentl:
2018
Einband:
Paperback
Erscheinungsdatum:
04.05.2018
Seiten:
268
Autor:
Fakher Chaari
Gewicht:
411 g
Format:
235x155x15 mm
Serie:
6, Applied Condition Monitoring
Sprache:
Englisch
Beschreibung:
This book gathers contributions presented at the 9th Workshop on Cyclostationary Systems and Their Applications, held in Gródek nad Dunajcem, Poland in February 2016. It includes both theory-oriented and practice-oriented chapters. The former focus on heavy-tailed time series and processes, PAR models, rational spectra for PARMA processes, covariance invariant analysis, change point problems, and subsampling for time series, as well as the fraction-of-time approach, GARMA models and weak dependence. In turn, the latter report on case studies of various mechanical systems, and on stochastic and statistical methods, especially in the context of damage detection. The book provides students, researchers and professionals with a timely guide to cyclostationary systems, nonstationary processes and relevant engineering applications.
Offers a practice-oriented guide to the analysis of datasets with non-stationary behavior
From the content: Weak Dependence: An Introduction Through Asymmetric ARCH Models.- Subsampling for Non¿Stationary Time Series With Long Memory and Heavy Tails Using Weak Dependence Condition.- Change¿Point Problem in the Fraction of Time Approach.
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