MUSIC and pencil-based sinusoidal estimation methods using fourth order cumulants

Mohammed A Hasan; Ali A. Hasan

doi:10.1109/ISCAS.2000.858840

MUSIC and pencil-based sinusoidal estimation methods using fourth order cumulants

Mohammed A Hasan, Ali A. Hasan

Electrical Engineering

Research output: Contribution to journal › Conference article › peer-review

1 Scopus citations

Abstract

A new approach for using slices of higher order cumulants for estimating the parameters of complex sinusoids using signal and noise subspaces are developed. Properties of Hankel and Toeplitz matrices formed from sample cumulants are studied and new approaches for the estimation of the parameters of complex sinusoids corrupted with colored Gaussian noise are presented. The signal frequencies are estimated using MUSIC-like, matrix pencil- based and ESPRIT-like methods.

Original language	English (US)
Pages (from-to)	IV-669-IV-672
Journal	Proceedings - IEEE International Symposium on Circuits and Systems
Volume	4
DOIs	https://doi.org/10.1109/ISCAS.2000.858840
State	Published - 2000
Event	Proceedings of the IEEE 2000 International Symposium on Circuits and Systems, ISCAS 2000 - Geneva, Switz, Switzerland Duration: May 28 2000 → May 31 2000

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10.1109/ISCAS.2000.858840

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abstract = "A new approach for using slices of higher order cumulants for estimating the parameters of complex sinusoids using signal and noise subspaces are developed. Properties of Hankel and Toeplitz matrices formed from sample cumulants are studied and new approaches for the estimation of the parameters of complex sinusoids corrupted with colored Gaussian noise are presented. The signal frequencies are estimated using MUSIC-like, matrix pencil- based and ESPRIT-like methods.",

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journal = "Proceedings - IEEE International Symposium on Circuits and Systems",

issn = "0271-4310",

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note = "Proceedings of the IEEE 2000 International Symposium on Circuits and Systems, ISCAS 2000 ; Conference date: 28-05-2000 Through 31-05-2000",

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AU - Hasan, Mohammed A

AU - Hasan, Ali A.

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N2 - A new approach for using slices of higher order cumulants for estimating the parameters of complex sinusoids using signal and noise subspaces are developed. Properties of Hankel and Toeplitz matrices formed from sample cumulants are studied and new approaches for the estimation of the parameters of complex sinusoids corrupted with colored Gaussian noise are presented. The signal frequencies are estimated using MUSIC-like, matrix pencil- based and ESPRIT-like methods.

AB - A new approach for using slices of higher order cumulants for estimating the parameters of complex sinusoids using signal and noise subspaces are developed. Properties of Hankel and Toeplitz matrices formed from sample cumulants are studied and new approaches for the estimation of the parameters of complex sinusoids corrupted with colored Gaussian noise are presented. The signal frequencies are estimated using MUSIC-like, matrix pencil- based and ESPRIT-like methods.

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DO - 10.1109/ISCAS.2000.858840

M3 - Conference article

AN - SCOPUS:0033714191

SN - 0271-4310

VL - 4

SP - IV-669-IV-672

JO - Proceedings - IEEE International Symposium on Circuits and Systems

JF - Proceedings - IEEE International Symposium on Circuits and Systems

T2 - Proceedings of the IEEE 2000 International Symposium on Circuits and Systems, ISCAS 2000

Y2 - 28 May 2000 through 31 May 2000

ER -

MUSIC and pencil-based sinusoidal estimation methods using fourth order cumulants

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