Accurate channel knowledge is critical in massive multiple-input multiple-output (MIMO),
which motivates the use of channel prediction. Machine learning techniques for channel …

Aiming to address the problems of the high bit error rate (BER) of demodulation or low
classification accuracy of modulation signals with a low signal-to-noise ratio (SNR), we …

A wireless network's overall performance is greatly impacted by the accuracy of its channel
estimate. Deep learning has also shown to be a significant advancement in improving …

In current wireless communication systems, the channel state information (CSI) is acquired
from the received pilot sequence, whose accuracy is degraded due to the channel …

Acquisition of channel state information (CSI) is indispensable in a cellular network. In the
current communication architecture, the downlink CSI is estimated by the user equipment …