Robust Subspace Detectors Based on α-Divergence With Application to Detection in Imaging

Robust variants of Wald, Rao and likelihood ratio (LR) tests for the detection of a signal subspace in a signal interference subspace corrupted by contaminated Gaussian noise are proposed in this paper. They are derived using the α- divergence, and the trade-off between the robustness and the power...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 20., Seite 5017-5031
Auteur principal: Rekavandi, Aref Miri (Auteur)
Autres auteurs: Seghouane, Abd-Krim, Evans, Robin J
Format: Article en ligne
Langue:English
Publié: 2021
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article