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Real-Time Massive MIMO Channel Prediction: A Combination of Deep Learning and NeuralProphet
Channel state information (CSI) is of pivotal importance as it enables wireless systems to adapt transmission parameters more accurately, thus improving the system's overall performance.
Artificial Intelligence for 6G Networks: Technology Advancement and Standardization
With the deployment of 5G networks, standards organizations have started working on the design phase for sixth-generation (6G) networks.
A Novel Algorithm to Report CSI in MIMO-Based Wireless Networks
Besides, in the immobile radio channel, feedback can be eliminated, which brings the benefit of further reducing the OTA overhead.
Dealing with CSI Compression to Reduce Losses and Overhead: An Artificial Intelligence Approach
The proposed scheme enhances the CSI compression, which is done at the mobile terminal (MT), along with accurate recovery of estimated CSI at the BS.
Uplink Beam Management for Millimeter Wave Cellular MIMO Systems with Hybrid Beamforming
Hybrid analog and digital BeamForming (HBF) is one of the enabling transceiver technologies for millimeter Wave (mmWave) Multiple Input Multiple Output (MIMO) systems.
Information Theory Information Theory
