Continual Learning for Wireless Channel Prediction
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Jul 2, 2025 - Python
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channel-prediction
Here are 4 public repositories matching this topic...
Source Code for the Paper: "Channel Charting-Based Channel Prediction on Real-World Distributed Massive MIMO CSI"
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Apr 9, 2026 - Jupyter Notebook
Official implementation of “Point-Cloud-Assistant Localized Statistical Channel Prediction by Tangent Gaussian Splatting” (PC-TGS), IEEE TWC 2026. Extrapolating channel angular power spectra from sparse RSRP measurements and dense LiDAR point clouds.
point-cloud lidar radio-frequency aps wireless-communications official-implementation rsrp wireless-channel gaussian-splatting channel-prediction ieee-twc pc-tgs pctgs tangent-gaussian-splatting angular-power-spectrum
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Aug 14, 2026 - Python
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
machine-learning deep-learning neural-network signal-processing pytorch gru ieee attention-mechanism wireless-communications 3gpp 5g massive-mimo time-series-prediction mimo channel-estimation resource-efficient quadriga csi-prediction channel-prediction gated-fusion
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Aug 19, 2026 - Jupyter Notebook
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