A HYBRID APPROACH TO HARMONIC RETRIEVAL IN NON-GAUSSIAN ARMA NOISE

Citation
Xd. Zhang et al., A HYBRID APPROACH TO HARMONIC RETRIEVAL IN NON-GAUSSIAN ARMA NOISE, IEEE transactions on information theory, 40(4), 1994, pp. 1220-1226
Citations number
16
Categorie Soggetti
Information Science & Library Science","Engineering, Eletrical & Electronic
ISSN journal
00189448
Volume
40
Issue
4
Year of publication
1994
Pages
1220 - 1226
Database
ISI
SICI code
0018-9448(1994)40:4<1220:AHATHR>2.0.ZU;2-A
Abstract
This paper addresses the harmonic retrieval problem in colored noise. As contrasted to the reported studies in which Gaussian noise was assu med, this paper focuses on additive non-Gaussian ARMA noise. Our appro ach is hybrid in the sense that third-order cumulants are first used t o identify the AR part of the non-Gaussian noise process, and then cor relation-based high-resolution methods are used for the filtered proce ss to estimate the number of harmonics and their frequencies. Simulati on examples are presented to demonstrate the high resolution of this a pproach.