DoA estimation via MT-BCS exploiting multiple-snapshots

Carlin, M. and Rocca, P. and Oliveri, G. and Massa, A. (2016) DoA estimation via MT-BCS exploiting multiple-snapshots. Technical Report. University of Trento.

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Abstract

In this report, an innovative strategy for the estimation of the directions of arrival of signals impinging on linear arrays of electromagnetic sensors has been assessed. Starting from a sparse representation of the problem solution, the DoA estimation problem has been addressed by means of a methodology based on the BCS paradigm. A customized implementation exploiting the measurements collected at multiple time instants (multiple-snapshots) providing robust and very accurate estimates when correlating the information from multiple snapshots has been validated.

Item Type: Monograph (Technical Report)
Uncontrolled Keywords: Compressive Sensing, Direction-of-Arrival, Support Vector Machine, Array Synthesis, Inverse Scattering.
Subjects: M Methodologies > M CS Compressive Sensing
M Methodologies > M LBE Learning-by-Example Methods
URI: http://www.eledia.org/students-reports/id/eprint/703

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