DocumentCode
2166573
Title
MIMO radar in the presence of modeling errors: A Cramér-Rao Bound investigation
Author
Tran, Nguyen Duy ; Renaux, Alexandre ; Boyer, Rémy ; Marcos, Sylvie ; Larzabal, Pascal
Author_Institution
Université Paris-Sud 11 / CNRS / SUPELEC, Laboratoire des Signaux et Systèmes, Supelec, 3, rue Joliot-Curie, 91192 Gif-sur-Yvette, France
fYear
2011
fDate
22-27 May 2011
Firstpage
2780
Lastpage
2783
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.
Keywords
Analytical models; Arrays; Closed-form solution; Covariance matrix; MIMO radar; Maximum likelihood estimation; Receivers; MIMO radar; modeling error;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location
Prague, Czech Republic
ISSN
1520-6149
Print_ISBN
978-1-4577-0538-0
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2011.5947061
Filename
5947061
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