CSI Feedback

AI for CSI feedback enhancements

These examples demonstrate AI techniques to process downlink channel state information (CSI).

Featured Examples

CSI Feedback with Autoencoders

Compress downlink channel state information (CSI) for 5G systems by using an autoencoder neural network.

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Optimize CSI Feedback Autoencoder Training Using MATLAB Parallel Server and Experiment Manager

Accelerate determination of the optimal training hyperparameters for a channel state information (CSI) autoencoder by using a Cloud Center cluster and Experiment Manager.

Since R2024a

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NR PDSCH Throughput Using Channel State Information Feedback

Measure the PDSCH throughput of a 5G NR adaptive link that adjusts the MCS, precoding matrix, and number of layers based on the CSI feedback.