Model基于注意力的时空模型

ASTM

An attention-mechanism-based spatiotemporal prediction baseline model, used for comparison in satellite network RTT prediction.

Timeline (last 90 days)

Oct 26

Compared with existing baseline models, RT-LSTM reduces MAE by 4.3% (vs. LSTM), 11.6% (vs. StarNet), and 22.1% (vs. the attention-based spatiotemporal model ASTM).

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Unverified

Compared with existing baseline models, RT-LSTM reduces MAE by 4.3% (vs. LSTM), 11.6% (vs. StarNet), and 22.1% (vs. the attention-based spatiotemporal model ASTM).

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Source Articles

StarRTT: Eliminating Blind Spots — A New Framework for Real-Time RTT Prediction in StarlinkOct 26