Title :
On the efficient frequency estimation of a single tone
Author :
Zhang, Zhuo ; Jakobsson, Andreas ; Macleod, Malcolm D. ; Chambers, Jonathon A.
Author_Institution :
Centre of Digital Signal Process., Cardiff Univ.
Abstract :
The frequency estimation of a single tone corrupted by additive white Gaussian noise has received significant attention over the last decades due to its wide applicability in signal processing. In this paper, we propose a computationally fast and statistically improved hybrid single tone estimator which outperforms other recently proposed approaches, lowering the signal-to-noise ratio at which the Cramer-Rao lower bound is closely followed. Numerical simulations indicate that, in contrast to many other techniques, the performance of the hybrid estimator is essentially independent of the underlying frequency component
Keywords :
AWGN; frequency estimation; signal processing; Cramer-Rao lower bound; additive white Gaussian noise; frequency estimation; hybrid single tone estimator; signal processing; Additive white noise; Biomedical signal processing; Computational complexity; Digital signal processing; Frequency estimation; Maximum likelihood estimation; Numerical simulation; Phase estimation; Radar applications; Signal to noise ratio;
Conference_Titel :
Statistical Signal Processing, 2005 IEEE/SP 13th Workshop on
Conference_Location :
Novosibirsk
Print_ISBN :
0-7803-9403-8
DOI :
10.1109/SSP.2005.1628596