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Creating satellite communications data analytics pipelines with AWS serverless technologies

AWS Public Sector Blog

It then renders them in BI tools, such as displaying data-rate trends on a geo-map, and applies machine learning (ML) to flag unexpected SNR deviations. At the teleport, the radio signal is down-converted to a lower intermediate frequency, and subsequently (de)modulated and (de)coded to extract or encode the payload.