Preprint Open access
SNR-Gated LSTM-Conditioned Diffusion Model for MIMO Channel Estimation
Accurate and low latency channel estimation is critical for modern MIMO systems, particularly under mobility, where channels exhibit structured sparsity and strong temporal correlation. This paper proposes a time-series conditioned diffusion framework for channel estimation that performs denoising in the angular domain …