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arxiv: 1807.08936 · v2 · pith:CBF7WCZSnew · submitted 2018-07-24 · 📡 eess.SP

Semiparametric Slepian-Bangs Formula for Complex Elliptically Symmetric Distributions

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keywords formulasemiparametricvectorboundcomplexellipticallymeanslepian-bangs
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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.

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