Title :
Periodically non-stationary random processes modeling: Approach on the basis of harmonic representation
Author :
Javorskyj, I. ; Kravets, Ihor ; Isayev, Ihor ; Brooks, Steve
Author_Institution :
Physico-mechanical Institute of NAS of Ukraine, 5 Naukova str., Lviv, 79601, Ukraine, tel. +38 0322 654340, University of Technology and Agriculture, Telecommunication Institute, Al.Prof. S.Kaliskiego, Bydgoszcz, 85796, Poland, tel. +48 523 408378). e-mai
Abstract :
Theoretical and experimental results of time series modeling are summarized. Special attention is given to periodically correlated random processes (PCRP). It is suggested to use the parametric modeling methods on the basis of PCRP decomposition on stationary processes for construction of the process model. Proposed parametrical model is helpful for veriflcation the efficiency of devices and systems with periodical character of sources.
Keywords :
Agriculture; Autoregressive processes; Laboratories; Mathematical model; Parametric statistics; Power harmonic filters; Power system modeling; Random processes; Signal analysis; Signal processing;
Conference_Titel :
Direct and Inverse Problems of Electromagnetic and Acoustic Wave Theory, Proceedings of Xth International Seminar/Workshop on
Print_ISBN :
966-02-3567-4
DOI :
10.1109/DIPED.2005.201622
