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In this paper, the noise enhanced system performance in a binary hypothesis testing problem is investigated when the additive noise is a convex combination of the optimal noise probability density functions (PDFs) obtained in two limit cases, which are the minimization of false-alarm probability (PFA) without decreasing detection probability (PD) and the maximization of PD without increasing PFA,...
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