Bayesian Compressive Sensing as Applied to Directions-of-Arrival Estimation in Planar Arrays

Author:

Carlin Matteo1ORCID,Rocca Paolo1,Oliveri Giacomo1ORCID,Massa Andrea1

Affiliation:

1. ELEDIA Research Center @ DISI, University of Trento, Via Sommarive 5, 38123 Trento, Italy

Abstract

The Bayesian compressive sensing (BCS) is applied to estimate the directions of arrival (DoAs) of narrow-band electromagnetic signals impinging on planar antenna arrangements. Starting from the measurement of the voltages induced at the output of the array elements, the performance of the BCS-based approach is evaluated when data are acquired at a single time instant and at consecutive time instants, respectively. Different signal configurations, planar array geometries, and noise conditions are taken into account, as well.

Publisher

Hindawi Limited

Subject

Electrical and Electronic Engineering,General Computer Science,Signal Processing

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