Title :
Theoretical multidimensional resolution limit for MIMO Radar based on the Chernoff distance
Author :
Tran, N. Duy ; Boyer, Rémy ; Renaux, Alexandre ; Marcos, Sylvie ; Larzabal, Pascal
Author_Institution :
Lab. des Signaux et Syst., Univ. Paris-Sud 11, Gif-sur-Yvette, France
Abstract :
In this paper, we study the behavior of the theoretical multidimensional resolution limit (TMRL) for two closely spaced targets in the context of MIMO Radar with two scenarios: transmitting array and receiving array are widely spaced and collocated. Particularly, we apply the Stein´s lemma which links the Chernoff distance and a given probability of error to derive closed-form expression of the TMRL for these models. The theoretical analysis provides interesting characteristics of the TMRL while numerical simulations show that the TMRL is better when amplitudes of two targets are not identical.
Keywords :
MIMO radar; error statistics; numerical analysis; Chernoff distance; MIMO radar; Stein´s lemma; closed-form expression; error probability; numerical simulations; receiving array; theoretical multidimensional resolution limit; transmitting array; Arrays; Context; Equations; MIMO; MIMO radar; Signal resolution; MIMO radar; Theoretical Multidimensional Resolution Limit;
Conference_Titel :
Statistical Signal Processing Workshop (SSP), 2012 IEEE
Conference_Location :
Ann Arbor, MI
Print_ISBN :
978-1-4673-0182-4
Electronic_ISBN :
pending
DOI :
10.1109/SSP.2012.6319821