Decoder-only transformers trained on tokenized RF spectrum data from 22 TB of measurements achieve 3.25 dB RMSE in spectrum activity forecasting across 33 bands.
Lightweight deep learning based channel estimation for extremely large-scale massive MIMO systems
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Large Spectrum Models (LSMs): Decoder-Only Transformer-Powered Spectrum Activity Forecasting via Tokenized RF Data
Decoder-only transformers trained on tokenized RF spectrum data from 22 TB of measurements achieve 3.25 dB RMSE in spectrum activity forecasting across 33 bands.