DocumentCode
3382055
Title
An ESPRIT-like algorithm for the estimation of quadratic phase coupling
Author
Parthasarathy, Harish ; Prasad, Surendra ; Joshi, S.D.
Author_Institution
Dept. of Electr. Eng., Indian Inst. of Technol., New Delhi, India
fYear
1992
fDate
7-9 Oct 1992
Firstpage
189
Lastpage
192
Abstract
Two algorithms are proposed for estimating the quadratically coupled frequency pairs (QC pairs) in a signal consisting of complex sinusoids in white noise, which may be nonGaussian in general. Three matrices are constructed from the complex third order moments of the noisy signal, the latter two being time shifted versions of the first. The list of coupled frequencies is obtained from the rank reducing numbers of the matrix pencil formed from the first matrix and either of the latter two. The first algorithm then pairs these components by relating quadratic coupling to the intersection of generalized eigenspaces corresponding to two of these frequencies. The coupling strengths are obtained in terms of generalized eigenvectors in this intersection space. The second algorithm constructs a two-parameter matrix pencil using all three matrices. The rank reducing pairs of this pencil on the unit circle yield the QC, pairs and the associated generalized eigenvector yields the coupling strength
Keywords
eigenvalues and eigenfunctions; matrix algebra; parameter estimation; signal processing; white noise; ESPRIT-like algorithm; complex sinusoids; coupled frequencies; coupling strength; generalized eigenspaces; generalized eigenvectors; intersection space; matrix pencil; quadratic phase coupling; rank reducing pairs; white noise; Computer simulation; Eigenvalues and eigenfunctions; Phase estimation; Random variables;
fLanguage
English
Publisher
ieee
Conference_Titel
Statistical Signal and Array Processing, 1992. Conference Proceedings., IEEE Sixth SP Workshop on
Conference_Location
Victoria, BC
Print_ISBN
0-7803-0508-6
Type
conf
DOI
10.1109/SSAP.1992.246817
Filename
246817
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