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MSE lower bounds for deterministic parameter estimation

Chaumette, Eric and Renaux, Alexandre and Larzabal, Pascal and Galy, Jerome and Vincent, François and Quinlan, A. MSE lower bounds for deterministic parameter estimation. (2010) In: 2nd SONDRA workshop on electromagnetic modeling, new concepts and signal processing for radar detection and remote sensing, 25-28 May 2010, Cargèse, France . (Unpublished)

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Abstract

This paper presents a simple approach for deriving computable lower bounds on the MSE of deterministic parameter estimators with a clear interpretation of the bounds. We also address the issue of lower bounds tightness in comparison with the MSE of ML estimators and their ability to predict the SNR threshold region. Last, as many practical estimation problems must be regarded as joint detection-estimation problems, we remind that the estimation performance must be conditional on detection performance.

Item Type:Conference or Workshop Item (Paper)
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Other partners > Conservatoire National des Arts et Métiers - CNAM (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS
Other partners > Ecole Normale Supérieure de Cachan - ENS Cachan (FRANCE)
Université de Toulouse > Institut Supérieur de l'Aéronautique et de l'Espace - ISAE
French research institutions > Office National d'Etudes et Recherches Aérospatiales - ONERA
Other partners > Ecole Supérieure d'Electricité - SUPELEC (FRANCE)
Other partners > Université de Cergy-Pontoise (FRANCE)
Other partners > Université de Montpellier 2 (FRANCE)
Other partners > Trinity College Dublin - TCD (IRELAND)
Laboratory name:
Statistics:download
Deposited By: Francois VINCENT

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