1.

Record Nr.

UNINA9910254172403321

Titolo

Cyclostationarity: Theory and Methods  III : Contributions to the 9th Workshop on Cyclostationary Systems and Their Applications, Grodek, Poland, 2016 / / edited by Fakher Chaari, Jacek Leskow, Antonio Napolitano, Radoslaw Zimroz, Agnieszka Wylomanska

Pubbl/distr/stampa

Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017

Edizione

[1st ed. 2017.]

Descrizione fisica

1 online resource (VIII, 257 p. 115 illus., 97 illus. in color.)

Collana

Applied Condition Monitoring, , 2363-698X ; ; 6

Disciplina

621.8

Soggetti

Machinery

Vibration

Dynamical systems

Dynamics

Signal processing

Image processing

Speech processing systems

Mathematical models

Quality control

Reliability

Industrial safety

Machinery and Machine Elements

Vibration, Dynamical Systems, Control

Signal, Image and Speech Processing

Mathematical Modeling and Industrial Mathematics

Quality Control, Reliability, Safety and Risk

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Nota di bibliografia

Includes bibliographical references at the end of each chapters.

Nota di contenuto

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.



Sommario/riassunto

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.