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
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;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague, Czech Republic
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2011.5947061