Title :
Frequency estimation variance with the Burg algorithm
Author_Institution :
Div. of Eng., Saint Mary´´s Univ., Halifax, NS, Canada
fDate :
4/1/1991 12:00:00 AM
Abstract :
The variance of the Burg frequency estimate is computed for the simplest case of a single noisy complex sinusoid through a Monte Carlo simulation over a useful range of data lengths, signal-to-noise ratios, and model orders. It is demonstrated that it is possible to provide a reasonable fit to this data by a relatively simple expression which provides considerable insight into the performance of the Burg algorithm, especially when used in conjunction with the expression for the Cramer-Rao lower bound, which is itself particularly simple in this case
Keywords :
signal processing; Burg algorithm; Cramer-Rao lower bound; Monte Carlo simulation; data lengths; frequency estimation; model orders; noisy complex sinusoid; signal processing; signal-to-noise ratios; variance; Acoustic signal detection; Frequency estimation; Matched filters; Mathematics; Parameter estimation; Reflectivity; Signal processing; Signal processing algorithms; Signal to noise ratio; Speech processing;
Journal_Title :
Signal Processing, IEEE Transactions on