A complete deep learning pipeline for wireless channel estimation in OFDM systems. A residual 1D CNN is trained to recover the true channel from noisy least-squares (LS) pilot observations, and ...
Abstract: Channel estimation in a fading environment can be regarded as a typical statistical estimation problem. Its optimal performance relies on the prior distribution of the channel coefficients, ...
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