Based on Deep Neural Networks: A Machine Learning-Assisted Channel Estimation Method for MIMO Systems

Haoran He

This paper proposes a machine learning-assisted channel estimation approach for massive MIMO systems, leveraging DNNs to outperform traditional LS and MMSE methods. In 5G and beyon…