Title :
DOA estimation performances of multi-parametric music in presence of modeling errors — Case of coherent multi-paths
Author :
Ferreol, Anne ; Delestre, Cyrile ; Larzabal, Pascal
Author_Institution :
Commun. et Security, Thales, Gennevilliers, France
Abstract :
The purpose of this paper is to give a closed form expression of the RMS (Root Mean Square) error of the estimated DOA (Direction Of Arrival) for multi-parametric MUSIC in presence of a modeling error. The multi-parametric MUSIC approach, [1] firstly introduced by [2] in polarization diversity context, estimates with a subspace approach the sources DOAs jointly to the nuisance parameters such as the polarization vector. The results are based on a second order approximation of the multi-parametric criterion with respect to modeling errors. DOA estimation errors is then an Hermitian form of multi-variate complex random variables. Theoretical results are validated by simulations in the context of coherent multi-paths in polarizations diversity.
Keywords :
Hermitian matrices; direction-of-arrival estimation; mean square error methods; multipath channels; signal classification; DOA estimation; Hermitian form; RMS error; closed form expression; coherent multipaths; direction of arrival estimation; modeling errors; multiparametric MUSIC approach; multivariate complex random variables; nuisance parameters; polarization diversity context; polarization vector; polarizations diversity; root mean square error; second order approximation; subspace approach; Context; Direction-of-arrival estimation; Estimation; Multiple signal classification; Noise; Signal processing algorithms; Vectors; DOA estimation; coherent paths; modeling error; performances; polarization;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
DOI :
10.1109/ICASSP.2014.6853999