Cyclostationarity: Theory and Methods III -

Cyclostationarity: Theory and Methods III

Contributions to the 9th Workshop on Cyclostationary Systems and Their Applications, Grodek, Poland, 2016
Buch | Hardcover
VIII, 257 Seiten
2017 | 1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-51444-4 (ISBN)
160,49 inkl. MwSt
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.

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.

Erscheinungsdatum
Reihe/Serie Applied Condition Monitoring
Zusatzinfo VIII, 257 p. 115 illus., 97 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Technik Maschinenbau
Schlagworte ARCH Models • AR Filtering • autoregressive models • Damage Detection in Rotating Machines • Engineering • Engineering: general • Engines and power transmission • Imaging systems and technology • Machinery and Machine Elements • Mathematical Modeling and Industrial Mathematics • Mathematical Modelling • Maths for engineers • Mechanical Systems with Backlash • mechanics of solids • Non-Stationary Time Series • PARMA Systems • PAR Models • Periodically Correlated Random Processes • Periodically Stationary • Quality Control, Reliability, Safety and Risk • Rational Spectra • Reliability Engineering • Signal, Image and Speech Processing • Signal Processing • Vibration, Dynamical Systems, Control • Workshop on Nonstationary Systems 2016
ISBN-10 3-319-51444-X / 331951444X
ISBN-13 978-3-319-51444-4 / 9783319514444
Zustand Neuware
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