书目名称 | Cyclostationarity: Theory and MethodsIII |
副标题 | Contributions to the |
编辑 | Fakher Chaari,Jacek Leskow,Agnieszka Wylomanska |
视频video | |
概述 | 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 |
丛书名称 | Applied Condition Monitoring |
图书封面 |  |
描述 | .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.. |
出版日期 | Conference proceedings 2017 |
关键词 | PAR Models; ARCH Models; AR Filtering; Rational Spectra; PARMA Systems; Mechanical Systems with Backlash; |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-319-51445-1 |
isbn_softcover | 978-3-319-84653-8 |
isbn_ebook | 978-3-319-51445-1Series ISSN 2363-698X Series E-ISSN 2363-6998 |
issn_series | 2363-698X |
copyright | Springer International Publishing AG 2017 |