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Semiparametric Slepian-Bangs Formula for Complex Elliptically Symmetric Distributions

Authors :
Fortunati, Stefano
Zoubir, Abdelhak M.
Gini, Fulvio
Greco, Maria S.
Publication Year :
2018

Abstract

This letter aims at deriving a Semiparametric Slepian-Bangs (SSB) formula for Complex Elliptically Symmetric (CES) distributed data vectors. The Semiparametric Cram\'{e}r-Rao Bound (SCRB), related to the proposed SSB formula, provides a lower bound on the Mean Square Error (MSE) of \textit{any} robust estimator of a parameter vector parameterizing the mean vector and the scatter matrix of the given CES-distributed vector in the presence of an unknown, nuisance, density generator.<br />Comment: This letter has been merged with another letter and resubmitted as a full IEEE TSP paper

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.1807.08936
Document Type :
Working Paper