Aircraft Classification Using Flight Phase Identification

Sarah Bolton,Richard Dill,Michael R. Grimaila,Douglas D. Hodson

NAECON 2023 - IEEE National Aerospace and Electronics Conference（2023）

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摘要

Flight data collected from an Automatic Dependent Surveillance-Broadcast (ADS-B) can be used to make inferences about aircraft characteristics. This work uses all flight phases to identify an aircraft's Wake Turbulence Category (WTC), aircraft description and type designator as described in the International Civil Aviation Organization (ICAO) Document 8643.

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关键词

Multivariate Long Short-Term Memory - Fully Convolutional Network,Automatic Dependent Surveillance-Broadcast,open-source data,classification,machine learning

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