Prediction of 5G New Radio Wireless Channel Path Gains and Delays Using Machine Learning and CSI Feedback

Ben Earle,Ala'a Al-Habashna,Gabriel Wainer,Xingliang Li,Guoqiang Xue

2021 Annual Modeling and Simulation Conference (ANNSIM)（2021）

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摘要

Next generation wireless communication systems use massive Multi Input Multi Output (m-MIMO) antenna arrays for their enhanced beamforming capabilities. Providing accurate Channel State Information (CSI) is vital for optimizing m-MIMO communication systems. The complexity of channel reconstruction grows exponentially with the number of antennas, causing traditional methods to become increasingly c...

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关键词

Machine Learning,Neural Networks,5G,Channel Reconstruction,Simulation

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