Title :
Efficient algorithm for ARMA spectral estimation
Author :
Friedlander, Benjamin
Author_Institution :
Systems Control Technology, Palo Alto, USA
fDate :
4/1/1983 12:00:00 AM
Abstract :
An ARMA spectral estimation technique based on the modified Yule-Walker equations is presented. Several recursive lattice algorithms are proposed for estimating the AR and MA spectral parameters. These computationally efficient algorithms provide spectral estimates of different orders. The choice of the AR model order and its effect on the quality of the spectral estimates are briefly discussed.
Keywords :
signal processing; spectral analysis; AR model; ARMA spectral estimation; VLSI; Yule-Walker equations; algorithm; lattice algorithms; maximum-likelihood; moving-average spectrum; prediction filter; quality;
Journal_Title :
Communications, Radar and Signal Processing, IEE Proceedings F
DOI :
10.1049/ip-f-1.1983.0033