csi-prediction

A comparative study of deep learning models for predicting Channel State Information (CSI) in massive MIMO systems. Integrates COST2100 dataset with STNet compression and evaluates models based on NMSE, RMSE, and spectral efficiency.

Codes for Channel State Information (CSI) prediction using deep learning.

Source Code for the Paper: "Channel Charting-Based Channel Prediction on Real-World Distributed Massive MIMO CSI"

Source code for the paper 'Reverse Ordering Techniques for Attention-Based Channel Prediction' (IEEE ICASSP 2024).

Official code for 'Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach' (IEEE Communications Letters, 2026). GRU + Luong Attention + Gated Fusion + DSLH for MIMO channel prediction. arXiv:2605.06578