Statistical resolution limit for source localization in a MIMO context - CentraleSupélec
Conference Papers Year : 2011

Statistical resolution limit for source localization in a MIMO context

Remy Boyer
Alexandre Renaux
Sylvie Marcos

Abstract

In this paper, we derive the Multidimensional Statistical Resolution Limit (MSRL) to resolve two closely spaced targets using a widely spaced MIMO radar. Toward this end, we perform a hypothesis test formulation using the Generalized Likelihood Ratio Test (GLRT). More precisely, we link the MSRL to the minimum Signal-to-Noise Ratio (SNR) required to resolve two closely spaced targets, for a given probability of false alarm and for a given probability of detection. Finally, theoretical and numerical analysis of the MSRL are given for several scenarios (known/unknown parameters of interest and known/unknown noise variance) including lacunar arrays.
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Dates and versions

hal-00771371 , version 1 (08-01-2013)

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Mohammed Nabil El Korso, Remy Boyer, Alexandre Renaux, Sylvie Marcos. Statistical resolution limit for source localization in a MIMO context. ICASSP 2011 - 36th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.2756 - 2759, ⟨10.1109/ICASSP.2011.5947056⟩. ⟨hal-00771371⟩
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