Performance analysis of LRT/GLRT-based array receivers for the detection of a known real-valued signal corrupted by noncircular interferences - Archive ouverte HAL Access content directly
Journal Articles Signal Processing Year : 2011

Performance analysis of LRT/GLRT-based array receivers for the detection of a known real-valued signal corrupted by noncircular interferences

Abstract

A performance analysis of likelihood ratio test (LRT)-based and generalized likelihood ratio test (GLRT)-based array receivers for the detection of a known real-valued signal corrupted by a potentially noncircular interference is considered in this paper. The distribution of the decision statistics associated with the LRT and GLRT is studied. This allows us to give exact closed-form expressions of the probability of detection (PD) and false alarm (PFA) for two LRT-based receivers. Then, asymptotic (with respect to the data length) closed-form expressions are given for PD and PFA for four GLRT-based receivers. Finally, in order to strengthen the obtained results, some illustrative examples are presented.
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Dates and versions

hal-00664250 , version 1 (09-03-2012)

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Abdelkader Oukaci, Jean-Pierre Delmas, Pascal Chevalier. Performance analysis of LRT/GLRT-based array receivers for the detection of a known real-valued signal corrupted by noncircular interferences. Signal Processing, 2011, 91 (10), pp.2323 - 2331. ⟨10.1016/j.sigpro.2011.04.017⟩. ⟨hal-00664250⟩
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