Abstract: This letter proposes a deep unfolding network, termed Global Attention FISTA Network (GAFNet), for sparse channel estimation in the delay-Doppler (DD) domain of Orthogonal Time-Frequency ...
Abstract: The article focuses on enhancing sigma-pi neural networks by using polynomial activation functions to address the vanishing gradient problem common in deep networks with linear activations.