DocumentCode
2494039
Title
Constrained least squares estimation of sinusoidal frequencies and application to fast estimation of very low frequency tones
Author
Chitrapu, Prabhakar R. ; Pan, Zhibing
Author_Institution
Dialogic Corp., Parsippany, NJ, USA
fYear
1993
fDate
17-20 Oct 1993
Firstpage
119
Lastpage
122
Abstract
We consider the problem of least squares estimation of the frequency of a single noiseless sinusoidal signal. By constraining the signal model to be an oscillatory system and derive least squares algorithm to estimate the frequency parameters. We extend the solution to the general case of multiple noiseless sinusoids and express the global solution in terms of the inverse of a Toeplitz plus Hankel matrix. We then apply the above algorithm for ultra fast estimation of the frequency of a very low frequency sine wave. Such problems arise in the digital implementations of Ring Tone detectors in automated telephony systems. In high SNR environments, we are able to obtain reasonable estimates of the frequency within a fraction of a single period of the sine wave. We derive expressions for the bias due to additive noise and also experimentally examine the effects of signal distortions
Keywords
Hankel matrices; Toeplitz matrices; frequency estimation; least squares approximations; signal detection; signal processing; Hankel matrix; Toeplitz matrix; VLF; additive noise; automated telephony system; bias; constrained least squares estimation; frequency parameters; high SNR; inverse matrix; least squares algorithm; low frequency sine wave; noiseless sinusoidal signal; oscillatory system; ring tone detectors; signal distortions; signal model; sinusoidal frequencies; very low frequency tones; Analysis of variance; Application specific integrated circuits; Autocorrelation; Difference equations; Frequency estimation; Integrated circuit noise; Least squares approximation; Least squares methods; Random variables; Signal analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Applications of Signal Processing to Audio and Acoustics, 1993. Final Program and Paper Summaries., 1993 IEEE Workshop on
Conference_Location
New Paltz, NY
Print_ISBN
0-7803-2078-6
Type
conf
DOI
10.1109/ASPAA.1993.379982
Filename
379982
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