works on
channel estimation 1CLEAN algorithm 1hybrid neural-network models 1low-snr regimes 1mimo systems 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

Neural Network-Assisted CLEAN for Channel Modeling in Low-SNR Regimes

Chaofan Deng, Linyu Sun, Jaeho Lee +1

The paper introduces NN-CLEAN, a hybrid method that integrates a multi‑head residual neural network into the iterative CLEAN algorithm to speed up multipath channel parameter estim…