Abstract : In this paper, the direction of arrival (DOA) localization of spatially distributed sources impinging on a sensor array is considered. The performance of the well known MUSIC estimator is studied in the presence of model errors due to angular dispersion of sources. Taking into account the coherently distributed source model proposed in [1], we establish closed-form expressions of the DOA estimation error and mean square error (MSE) due to both the model errors and the effects of a finite number of snapshots. The analytical results are validated by numerical simulations and allow to analyze the performance of MUSIC for coherently distributed sources.
https://hal-centralesupelec.archives-ouvertes.fr/hal-01633928
Contributeur : José Picheral
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Soumis le : lundi 13 novembre 2017 - 15:26:32
Dernière modification le : mardi 10 avril 2018 - 11:46:04
Document(s) archivé(s) le : mercredi 14 février 2018 - 15:06:15
Wenmeng Xiong, José Picheral, Sylvie Marcos. PERFORMANCE ANALYSIS OF MUSIC IN THE PRESENCE OF MODELING ERRORS DUE TO THE SPATIAL DISTRIBUTIONS OF SOURCES. Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on, Apr 2015, Brisbane, Australia. 〈hal-01633928〉
