Cyclostationarity: Theory and Methods III
Agnieszka Wylomanska (Hrsg.), Radoslaw Zimroz (Hrsg.), Fakher Chaari (Hrsg.), Jacek Leskow (Hrsg.), Antonio Napolitano (Hrsg.)
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Springer International Publishing
Naturwissenschaften, Medizin, Informatik, Technik / Maschinenbau, Fertigungstechnik
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.
Kundenbewertungen
Mechanical Systems with Backlash, Periodically Stationary, Damage Detection in Rotating Machines, Rational Spectra, Non-Stationary Time Series, quality control, reliability, safety and risk, Periodically Correlated Random Processes, AR Filtering, PAR Models, ARCH Models, Autoregressive Models, PARMA Systems, Workshop on Nonstationary Systems 2016