Strong consistency of a family of model order selection rules for estimating 2D sinusoids in noise

Mark Kliger; Joseph M. Francos

doi:10.1016/j.spl.2008.05.011

Strong consistency of a family of model order selection rules for estimating 2D sinusoids in noise

Mark Kliger, Joseph M. Francos

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

Abstract

We consider the problem of jointly estimating the number as well as the parameters of 2D sinusoidal signals, observed in the presence of an additive white Gaussian noise field. In this paper we prove the strong consistency of a large family of model order selection rules.

Original language	English
Pages (from-to)	3075-3081
Number of pages	7
Journal	Statistics and Probability Letters
Volume	78
Issue number	17
DOIs	https://doi.org/10.1016/j.spl.2008.05.011
State	Published - 1 Dec 2008

ASJC Scopus subject areas

Statistics and Probability
Statistics, Probability and Uncertainty

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10.1016/j.spl.2008.05.011

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title = "Strong consistency of a family of model order selection rules for estimating 2D sinusoids in noise",

abstract = "We consider the problem of jointly estimating the number as well as the parameters of 2D sinusoidal signals, observed in the presence of an additive white Gaussian noise field. In this paper we prove the strong consistency of a large family of model order selection rules.",

author = "Mark Kliger and Francos, {Joseph M.}",

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AU - Kliger, Mark

AU - Francos, Joseph M.

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N2 - We consider the problem of jointly estimating the number as well as the parameters of 2D sinusoidal signals, observed in the presence of an additive white Gaussian noise field. In this paper we prove the strong consistency of a large family of model order selection rules.

AB - We consider the problem of jointly estimating the number as well as the parameters of 2D sinusoidal signals, observed in the presence of an additive white Gaussian noise field. In this paper we prove the strong consistency of a large family of model order selection rules.

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DO - 10.1016/j.spl.2008.05.011

M3 - Article

AN - SCOPUS:54049128869

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JO - Statistics and Probability Letters

JF - Statistics and Probability Letters

IS - 17

ER -

Strong consistency of a family of model order selection rules for estimating 2D sinusoids in noise

Abstract

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