Title :
Spectral estimation by the model of Autoregressive Moving Average and its resolution power
Author :
Prokopenko, I.G. ; Churina, A.J.
Author_Institution :
Nat. Aviation Univ., Kiev
Abstract :
This work addresses the problem of stochastic modelling of short time series. Questions of autoregressive spectral analysis and autoregressive moving average spectral analysis and its application in the tasks of signal processing of informational measuring systems are considered. Autoregressive and autoregressive moving average spectral methods as well as by discrete Fourier transform are given.
Keywords :
autoregressive moving average processes; discrete Fourier transforms; signal resolution; spectral analysis; time series; autoregressive moving average model; discrete Fourier transform; informational measuring systems; resolution power; signal processing; spectral estimation; stochastic modelling; time series; Autoregressive processes; Frequency estimation; Mathematical model; Parameter estimation; Power system modeling; Signal processing algorithms; Signal resolution; Spectral analysis; Stochastic processes; White noise;
Conference_Titel :
Microwaves, Radar and Remote Sensing Symposium, 2008. MRRS 2008
Conference_Location :
Kiev
Print_ISBN :
978-1-4244-2688-1
Electronic_ISBN :
978-1-4244-2689-8
DOI :
10.1109/MRRS.2008.4669569
