Deep Learning Architecture for UAV Traffic-Density Prediction

Deep Learning Architecture for UAV Traffic-Density Prediction

The research community has paid great attention to the prediction of air traffic flows. Nonetheless, research examining the prediction of air traffic patterns for unmanned aircraft traffic management (UTM) is relatively sparse at present. Thus, this paper proposes a one-dimensional convolutional neu...

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Bibliographic Details
Main Authors: Abdulrahman Alharbi, Ivan Petrunin, Dimitrios Panagiotakopoulos
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Drones
Subjects:
complexity metrics
long short-term memory (LSTM) networks
unmanned aerial vehicles (UAVs)
unmanned traffic management (UTM)
Online Access:https://www.mdpi.com/2504-446X/7/2/78

Internet

https://www.mdpi.com/2504-446X/7/2/78

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