A selective-input deep neural network that predicts all base-station antenna channels using only the high-resolution ADC antenna outputs outperforms LMMSE and EM-GM-GAMP baselines for mixed-ADC massive MIMO in simulation.
An overview of massive MIMO: benefits and challenges,
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Deep Learning based Channel Estimation for Massive MIMO with Mixed-Resolution ADCs
A selective-input deep neural network that predicts all base-station antenna channels using only the high-resolution ADC antenna outputs outperforms LMMSE and EM-GM-GAMP baselines for mixed-ADC massive MIMO in simulation.