DocumentCode :
3371516
Title :
Frequency retrieval of sinusoid signal with accurate CS-TLS approach
Author :
Ma, Yan ; Shi, Yaowu ; Yu, Xiao Hui
Author_Institution :
Dept. of Control Sci. & Eng., Jilin Univ., Changchun, China
fYear :
2009
fDate :
9-12 Aug. 2009
Firstpage :
2302
Lastpage :
2306
Abstract :
This paper proposes a Cross Spectral-Total Least Square (CS-TLS) method to measure the frequencies of the weak signal in colored noise, which clears the fake peaks caused by spectral estimation and overcomes efficiently. These false peaks are caused by the extended-order of the characteristic equation. Thus false peaks are hard to distinguish from the harmonic signal peaks in power spectrum curves. CS-TLS method has solved the problem by analyzing Singular Value Decomposition (SVD) features of the cross-correlation matrix. Simulation results show that CS-TLS algorithm can clear spectral false peaks out and has high resolution.
Keywords :
correlation methods; frequency measurement; least squares approximations; signal processing; singular value decomposition; CS-TLS method; colored noise; cross correlation matrix; cross spectral-total least square; frequency measurement; frequency retrieval; harmonic signal peaks; power spectrum curves; singular value decomposition; sinusoid signal; spectral estimation; weak signal; Colored noise; Equations; Frequency estimation; Frequency measurement; Least squares approximation; Matrix decomposition; Noise measurement; Power system harmonics; Signal resolution; Singular value decomposition; CS-TLS; False peaks; extended characteristic equation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronics and Automation, 2009. ICMA 2009. International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4244-2692-8
Electronic_ISBN :
978-1-4244-2693-5
Type :
conf
DOI :
10.1109/ICMA.2009.5246624
Filename :
5246624
Link To Document :
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