Second International Symposium on Computer Technology and Information Science (ISCTIS 2022) 2022
DOI: 10.1117/12.2653511
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Application of decision tree regression in navigation satellite telemetry data modeling

Abstract: In order to understand the working state of on orbit satellites, it is necessary to analyze the telemetry data. The fast-changing telemetry data is an important data to express the navigation service status of navigation satellite. Its analysis and modeling are helpful to mine the deep information of navigation telemetry data. A modeling method of on orbit navigation satellite fast-changing telemetry data based on decision tree regression is proposed. The model is used to predict the power measurements at freq… Show more

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