Cyclostationarity: Theory and Methods III: Contributions to the 9th Workshop on Cyclostationary Systems and Their Applications, Grodek, Poland, 2016: Applied Condition Monitoring, cartea 6
Editat de Fakher Chaari, Jacek Leskow, Antonio Napolitano, Radoslaw Zimroz, Agnieszka Wylomanskaen Limba Engleză Hardback – 26 feb 2017
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Specificații
ISBN-13: 9783319514444
ISBN-10: 331951444X
Pagini: 257
Ilustrații: VIII, 257 p. 115 illus., 97 illus. in color.
Dimensiuni: 155 x 235 x 16 mm
Greutate: 0.55 kg
Ediția:1st ed. 2017
Editura: Springer International Publishing
Colecția Springer
Seria Applied Condition Monitoring
Locul publicării:Cham, Switzerland
ISBN-10: 331951444X
Pagini: 257
Ilustrații: VIII, 257 p. 115 illus., 97 illus. in color.
Dimensiuni: 155 x 235 x 16 mm
Greutate: 0.55 kg
Ediția:1st ed. 2017
Editura: Springer International Publishing
Colecția Springer
Seria Applied Condition Monitoring
Locul publicării:Cham, Switzerland
Cuprins
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.
Textul de pe ultima copertă
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.
Caracteristici
Offers a practice-oriented guide to the analysis of datasets with non-stationary behavior Bridges the gap between basic and applied research on cyclostationary processes Includes detailed descriptions of methods and case studies Includes supplementary material: sn.pub/extras