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4. Fast Direction-Of-Arrival Estimation Of Multiple Targets Using Deep Learning And Sparse Arrays

Fast Direction-Of-Arrival Estimation Of Multiple Targets Using Deep Learning And Sparse Arrays

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IEEE ICASSP 2020 Virtual Conference May 2020

In this work, we focus on improving the Direction-of-Arrival (DoA) estimation of multiple targets/sources from a small number of snapshots. Estimation via the sample covariance matrix is known to perform poorly, since the true manifold structure is not re

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Fast Direction-Of-Arrival Estimation Of Multiple Targets Using Deep Learning And Sparse Arrays

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In this work, we focus on improving the Direction-of-Arrival (DoA) estimation of multiple targets/sources from a small number of snapshots. Estimation via the sample covariance matrix is known to perform poorly, since the true manifold structure is not re