A new research paper shows the approach performs significantly better than the random-walk forecasting method.
Abstract: This paper presents a comparison between classical adaptive coding and modulation (ACM) with fixed modulation and coding (ModCod) margins and two machine learning (ML)-based approaches: ...
Short-Term Forecasting of Convective Weather Affecting Civil Aviation Operations Using Deep Learning
Abstract: With the rapid development of the civil aviation industry, flight delays caused by convective weather are becoming increasingly severe. In terminal airspace with complex traffic environments ...
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