Title :
Two algorithms for frequency estimation of a real sinusoid from short data records
Author :
So, H.C. ; Chan, Y.T.
Author_Institution :
Dept. of Electron. Eng., Chinese Univ. of Hong Kong, Shatin, China
Abstract :
The frequency estimate for a real sinusoid provided by the periodogram has a bias which is particularly severe for a short observation interval. In this paper, two improvements to the periodogram are proposed to reduce this bias. The first method transforms the real tone to an analytic signal while the second algorithm subtracts the negative spectral line from the received signal, prior to applying the periodogram. The performances of the two methods are illustrated by comparing with the periodogram and the Cramer-Rao lower bound
Keywords :
Gaussian noise; frequency estimation; maximum likelihood detection; white noise; Cramer-Rao lower bound; analytic signal; frequency estimation; negative spectral line; periodogram; real sinusoid; short data records; short observation interval; Discrete Fourier transforms; Frequency estimation; Gaussian noise; Geophysical measurements; Geophysics computing; Maximum likelihood estimation; Military computing; Noise level; Phase noise; Signal analysis;
Conference_Titel :
Circuits and Systems, 2000. Proceedings. ISCAS 2000 Geneva. The 2000 IEEE International Symposium on
Conference_Location :
Geneva
Print_ISBN :
0-7803-5482-6
DOI :
10.1109/ISCAS.2000.856079