Cyclostationarity: Theory and Methods - II

This book reports on the latest advances in the analysis of non-stationary signals, with special emphasis on cyclostationary systems. It includes cutting-edge contributions presented at the 7th Workshop on Cyclostationary Systems and Their Applications, which was held in Gródek nad Dunajcem, Poland, in February 2014. The book covers both the theoretical properties of cyclostationary models and processes, including estimation problems for systems exhibiting cyclostationary properties, and several applications of cyclostationary systems, including case studies on gears and bearings, and methods for implementing cyclostationary processes for damage assessment in condition-based maintenance operations. It addresses the needs of students, researchers and professionals in the broad fields of engineering, mathematics and physics, with a special focus on those studying or working with nonstationary and/or cyclostationary processes.

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 of methods and case studies Includes supplementary material: sn.pub/extras

Inhalt

Simulation Study of Performance of MBBin Overall Mean Estimation Problemfor APC Time Series.- Parametric Estimation Problem for a TimePeriodic Signal in a Periodic Noise.- Damage Assessment of Rolling Element Bearing Using Cyclostationary Processing of AE Signals with Electromagnetic Interference.- The Stochastic Recurrence Structure of Geophysical Phenomena.- Influence of Different Signal Characteristics to PAR Model Stability.- Limiting Distributions For Explosive PAR(1) Timeseries with Strongly Mixing Innovation.- PARMA Models with Applications in R.- Multidimensional Analysis of New Zealand Electricity Prices.- Imputation of Missing Observations for Heavy Tailed Cyclostationary Time Series.- The Dependence Structure for SymmetricStable CARMA(p,q) Processes.