Neural Network-Based Channel Estimators#

ReEsNetChannelEstimator(resource_grid, ...)

Channel estimator that leverages a residual super-resolution network (ReEsNet) for denoising.

DeepPriorChannelEstimator(resource_grid[, ...])

Channel estimator that leverages an untrained neural network as prior, by fitting it to online to the noisy channel observations.

DNNChannelEstimator(resource_grid, model_states)

Channel estimater that leverages a fully connected deep neural network (DNN).

InterpolatedDNNChannelEstimator(...[, ...])

Channel estimator that leverages a fully connected deep neural network (DNN) after linear interpolation.