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ECOLE SUPÉRIEURE D'ÉLECTRICITÉ Une grande école d'ingénieurs au cœur des sciences de l'information,de l'énergie et des systèmes |
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Conference papers
MIMO radar in the presence of modeling errors: A Cramér-Rao bound investigation
Abstract : In this paper, we study the impact of modeling error on the receiver of a MIMO radar. Following other works on classical array processing, we derive closed-form expressions of the Cramér-Rao bounds for an observation model of a widely spaced MIMO radar affected by modeling error. We show that, as the signal-to-noise ratio increases, the Cramér-Rao bound and the mean square error of the maximum likelihood estimator of the angle-of-arrival do not fall to zero (contrary to the classical case without error modeling) and converge to a fixed limit for which we give a closed-form expression. Moreover, we give a simple closed-form expression of the critical value of the signal-to-noise ratio where this limitation of performance appears.
Cited literature [11 references]
https://hal-supelec.archives-ouvertes.fr/hal-00771365
Contributor : Alexandre Renaux Connect in order to contact the contributor
Submitted on : Sunday, March 15, 2020 - 1:29:57 PM
Last modification on : Saturday, January 15, 2022 - 3:55:36 AM
Long-term archiving on: : Tuesday, June 16, 2020 - 5:51:00 PM
Contributor : Alexandre Renaux Connect in order to contact the contributor
Submitted on : Sunday, March 15, 2020 - 1:29:57 PM
Last modification on : Saturday, January 15, 2022 - 3:55:36 AM
Long-term archiving on: : Tuesday, June 16, 2020 - 5:51:00 PM
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Icassp_CRB.pdf
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