Deep Learning Based Sparse Array Design with Pre-Steering for Adaptive Beamforming

Ian Straub, Syed A Hamza

This paper investigates the use of convolutional neural networks (CNNs) for learning sparse array configurations that achieve near-optimal beamforming under varying source and inte…