A lightweight Transformer predicts MCS success probabilities for 5G MBS on commercial 0.5 ms slot data using an asymmetric safety loss, reaching 86.89% reliability versus 31.65% for throughput-focused baselines.
Performance eval- uations of c-band 5g nr fr1 (sub-6 ghz) uplink mimo on urban train
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Transformer-Based MCS Prediction for 5G Multicast-Broadcast Services (MBS)
A lightweight Transformer predicts MCS success probabilities for 5G MBS on commercial 0.5 ms slot data using an asymmetric safety loss, reaching 86.89% reliability versus 31.65% for throughput-focused baselines.