Marco Jan Gerrit Bekooij

Deep-MLE: Fusion between a Neural Network and MLE for A Single Snapshot DOA Estimation

In this paper, we propose a novel framework called DeepMLE, which gives a solution to the single-snapshot Direction Of Arrival (DOA) estimation problem, up to 4 distinct targets, using a radar equipped with a Minimum Redundancy antenna Array (MRA). This framework works by fusing a Deep Learning (DL)…