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Springer Cyclostationarity: Theory and Methods III - Workshop Proceedings

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Description

This comprehensive volume collects contributions from the 9th Workshop on Cyclostationary Systems and Their Applications, held in Grodek nad Dunajcem, Poland in February 2016. The book balances theoretical rigour with practical application, presenting chapters on heavy-tailed time series and processes, PAR models, rational spectra for PARMA processes, covariance invariant analysis, change point problems, and subsampling techniques for time series analysis. Additional theoretical coverage includes the fraction-of-time approach, GARMA models and weak dependence concepts. Practical sections feature detailed case studies of mechanical systems alongside stochastic applications, making this volume essential for researchers and practitioners working with cyclostationary processes. Part of the Applied Condition Monitoring series (volume 6), this publication represents the latest advances in cyclostationarity theory and its real-world implementation across engineering and data analysis disciplines.

Key Features

Cyclostationarity book presents both theory-oriented and practice-oriented contributions from leading workshop researchers and engineers.

Heavy-tailed time series, PAR models and rational spectra for PARMA processes are thoroughly examined with advanced mathematical frameworks.

Covariance invariant analysis, change point problems and subsampling methods for time series provide essential statistical tools for condition monitoring.

Fraction-of-time approach, GARMA models and weak dependence theory offer comprehensive coverage of modern cyclostationary concepts.

Case studies of mechanical systems demonstrate practical applications of cyclostationarity methods in industrial and engineering contexts.

Applied Condition Monitoring series volume 6 integrates cutting-edge research from the 2016 workshop into a single authoritative reference.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
04 May 2018
Listed Since
05 May 2018

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