Title :
A modified dichotomous search frequency estimator
Author :
Aboutanios, Elias
Author_Institution :
Sch. of Eng. & Electron., Univ. of Edinburgh, UK
Abstract :
The estimation of the frequency of a sinusoidal signal has been dealt with extensively in the literature. In this letter, we examine the dichotomous search of the periodogram peak algorithm. We provide an insight into the need to pad the data with zeros in order to achieve a performance that is comparable to the Cramer-Rao lower bound (CRB). We also propose a modified dichotomous search estimator that operates on the unpadded data sequence resulting in a computational saving. The modified dichotomous search is shown to have a performance that is comparable with the CRB.
Keywords :
frequency estimation; search problems; signal processing; Cramer-Rao lower bound; computational saving; digital signal processing; modified dichotomous search frequency estimator; parameter estimation; periodogram peak algorithm; sinusoidal signal frequency estimation; unpadded data sequence; zero padding; Additive white noise; Biomedical signal processing; Digital signal processing; Frequency estimation; Helium; Interpolation; Maximum likelihood estimation; Parameter estimation; Radar signal processing; Signal processing algorithms;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2003.821676