Maximum likelihood parameter estimation of the harmonic, evanescent, and purely indeterministic components of homogeneous random fields

Joseph M. Francos; Anand Narasimhan; John W. Woods

Maximum likelihood parameter estimation of the harmonic, evanescent, and purely indeterministic components of homogeneous random fields

Joseph M. Francos
, Anand Narasimhan
, John W. Woods

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

The paper presents a solution to the general problem of fitting a parametric model to observations from a single realization of a 2-D homogeneous random field with mixed spectral distribution. A maximum-likelihood solution to the estimation problem is presented.

Original language	English
Title of host publication	Proceedings of the 1993 IEEE International Symposium on Information Theory
Publisher	Institute of Electrical and Electronics Engineers
Pages	93
Number of pages	1
ISBN (Print)	0780308786
State	Published - 1 Jan 1993
Externally published	Yes
Event	Proceedings of the 1993 IEEE International Symposium on Information Theory - San Antonio, TX, USA Duration: 17 Jan 1993 → 22 Jan 1993

Publication series

Name	Proceedings of the 1993 IEEE International Symposium on Information Theory

Conference

Conference	Proceedings of the 1993 IEEE International Symposium on Information Theory
City	San Antonio, TX, USA
Period	17/01/93 → 22/01/93

ASJC Scopus subject areas

General Engineering

Cite this

Francos, J. M., Narasimhan, A., & Woods, J. W. (1993). Maximum likelihood parameter estimation of the harmonic, evanescent, and purely indeterministic components of homogeneous random fields. In Proceedings of the 1993 IEEE International Symposium on Information Theory (pp. 93). (Proceedings of the 1993 IEEE International Symposium on Information Theory). Institute of Electrical and Electronics Engineers.

Francos, Joseph M. ; Narasimhan, Anand ; Woods, John W. / Maximum likelihood parameter estimation of the harmonic, evanescent, and purely indeterministic components of homogeneous random fields. Proceedings of the 1993 IEEE International Symposium on Information Theory. Institute of Electrical and Electronics Engineers, 1993. pp. 93 (Proceedings of the 1993 IEEE International Symposium on Information Theory).

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title = "Maximum likelihood parameter estimation of the harmonic, evanescent, and purely indeterministic components of homogeneous random fields",

abstract = "The paper presents a solution to the general problem of fitting a parametric model to observations from a single realization of a 2-D homogeneous random field with mixed spectral distribution. A maximum-likelihood solution to the estimation problem is presented.",

author = "Francos, \{Joseph M.\} and Anand Narasimhan and Woods, \{John W.\}",

year = "1993",

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language = "English",

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series = "Proceedings of the 1993 IEEE International Symposium on Information Theory",

publisher = "Institute of Electrical and Electronics Engineers",

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note = "Proceedings of the 1993 IEEE International Symposium on Information Theory ; Conference date: 17-01-1993 Through 22-01-1993",

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Francos, JM, Narasimhan, A & Woods, JW 1993, Maximum likelihood parameter estimation of the harmonic, evanescent, and purely indeterministic components of homogeneous random fields. in Proceedings of the 1993 IEEE International Symposium on Information Theory. Proceedings of the 1993 IEEE International Symposium on Information Theory, Institute of Electrical and Electronics Engineers, pp. 93, Proceedings of the 1993 IEEE International Symposium on Information Theory, San Antonio, TX, USA, 17/01/93.

Maximum likelihood parameter estimation of the harmonic, evanescent, and purely indeterministic components of homogeneous random fields. / Francos, Joseph M.; Narasimhan, Anand; Woods, John W.
Proceedings of the 1993 IEEE International Symposium on Information Theory. Institute of Electrical and Electronics Engineers, 1993. p. 93 (Proceedings of the 1993 IEEE International Symposium on Information Theory).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Maximum likelihood parameter estimation of the harmonic, evanescent, and purely indeterministic components of homogeneous random fields

AU - Francos, Joseph M.

AU - Narasimhan, Anand

AU - Woods, John W.

PY - 1993/1/1

Y1 - 1993/1/1

N2 - The paper presents a solution to the general problem of fitting a parametric model to observations from a single realization of a 2-D homogeneous random field with mixed spectral distribution. A maximum-likelihood solution to the estimation problem is presented.

AB - The paper presents a solution to the general problem of fitting a parametric model to observations from a single realization of a 2-D homogeneous random field with mixed spectral distribution. A maximum-likelihood solution to the estimation problem is presented.

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M3 - Conference contribution

AN - SCOPUS:0027273078

SN - 0780308786

T3 - Proceedings of the 1993 IEEE International Symposium on Information Theory

SP - 93

BT - Proceedings of the 1993 IEEE International Symposium on Information Theory

PB - Institute of Electrical and Electronics Engineers

T2 - Proceedings of the 1993 IEEE International Symposium on Information Theory

Y2 - 17 January 1993 through 22 January 1993

ER -

Francos JM, Narasimhan A, Woods JW. Maximum likelihood parameter estimation of the harmonic, evanescent, and purely indeterministic components of homogeneous random fields. In Proceedings of the 1993 IEEE International Symposium on Information Theory. Institute of Electrical and Electronics Engineers. 1993. p. 93. (Proceedings of the 1993 IEEE International Symposium on Information Theory).

Maximum likelihood parameter estimation of the harmonic, evanescent, and purely indeterministic components of homogeneous random fields

Abstract

Publication series

Conference

ASJC Scopus subject areas

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