Title :
Prediction of signal characteristics using autoregressive moving average method
Author :
Guluyev, G. ; Pashayev, F. ; Pakdel, M. ; Sattarova, U.
Author_Institution :
Cybern. Inst., ANAS, Baku, Azerbaijan
Abstract :
In this paper the autoregressive moving average (ARMA) method is used for forecasting of signal characteristics. The ARMA method is applied to seismoacoustic signals to predict estimates of signal characteristics. The analysis is verified through real signal characteristics.
Keywords :
acoustic signal processing; autoregressive moving average processes; geophysical signal processing; seismology; ARMA method; autoregressive moving average method; seismoacoustic signals; signal characteristic forecasting; signal characteristic prediction analysis; Autoregressive Moving Average Method (ARMA); cross-correlation function; noise correlation; noise variance; seismoacoustic signal charcteristics;
Conference_Titel :
Problems of Cybernetics and Informatics (PCI), 2012 IV International Conference
Conference_Location :
Baku
Print_ISBN :
978-1-4673-4500-2
DOI :
10.1109/ICPCI.2012.6486354
