DocumentCode :
986688
Title :
On sinusoid estimation in nonstationary noise
Author :
Frazho, A.E. ; Yagci, B. ; Sumali, H.
Author_Institution :
Sch. of Aeronaut. & Astronaut., Purdue Univ., West Lafayette, IN, USA
Volume :
49
Issue :
5
fYear :
2004
fDate :
5/1/2004 12:00:00 AM
Firstpage :
777
Lastpage :
781
Abstract :
This note presents a sinusoid estimation algorithm, which will converge to the spectrum of the sinusoid process in nonstationary additive noise. The algorithm is in the framework of the tangential Nevanlinna-Pick setting. The procedure is a generalization of Capon´s maximum likelihood estimate and some classical limit theorem for orthogonal polynomials. The method is used in an experimental example to find the natural frequencies of a lightly damped structure.
Keywords :
maximum likelihood estimation; optimisation; polynomials; white noise; Capon maximum likelihood estimate; nonstationary additive noise; nonstationary noise; orthogonal polynomials; sinusoid estimation algorithm; tangential Nevalinna-Pick setting; vibration analysis; Additive noise; Amplitude estimation; Convergence; Eigenvalues and eigenfunctions; Extraterrestrial measurements; Frequency estimation; Interpolation; Maximum likelihood estimation; Polynomials; Random processes; Experimental vibration analysis; sinusoid estimation;
fLanguage :
English
Journal_Title :
Automatic Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9286
Type :
jour
DOI :
10.1109/TAC.2004.825976
Filename :
1299008
Link To Document :
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