Please use this identifier to cite or link to this item: https://scholarhub.balamand.edu.lb/handle/uob/1854
Title: Direction of Arrival Estimation using EM-ESPRIT with Nonuniform Arrays
Authors: Kassis, Carine El
Picheral, José
Fleury, Gilles
Mokbel, Chafic 
Affiliations: Department of Electrical Engineering 
Keywords: Direction of arrival estimation
Antenna arrays
Nonuniformly spaced arrays
Subjects: Esprit
Issue Date: 2012
Part of: Circuits systems, and signal processing jouenal
Volume: 31
Issue: 5
Start page: 1787
End page: 1807
Abstract: 
This paper deals with the problem of the Direction Of Arrival (DOA) estimation with nonuniform linear arrays. The proposed method is based on the Expectation Maximization method where ESPRIT is used in the maximization step. The key idea is to iteratively interpolate the data to a virtual uniform linear array in order to apply ESPRIT to estimate the DOA. The iterative approach allows one to improve the interpolation using the previously estimated DOA. One of this methods novelties lies in its capacity of dealing with any nonuniform array geometry. This technique manifests significant performance and computational advantages over previous algorithms such as Spectral MUSIC, EM-IQML and the method based on manifold separation technique. EM-ESPRIT is shown to be more robust to additive noise. Furthermore, EM-ESPRIT fully exploits the advantages of using a nonuniform array over a uniform array: simulations show that for the same aperture and with a smaller number of sensors, the nonuniform array presents almost identical performance as the equivalent uniform array.
URI: https://scholarhub.balamand.edu.lb/handle/uob/1854
Ezproxy URL: Link to full text
Type: Journal Article
Appears in Collections:Department of Electrical Engineering

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