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 (Unpublished)
(Document in English)
PDF (Author's version) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
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.
Repository Staff Only: item control page