Spatio-temporal envolutional graph neural network for traffic flow prediction in UAV-based urban traffic monitoring system

Abstract With the advancement of modern UAV technology, UAVs have become integral to creating traffic management monitoring systems. Additionally, UAV-based traffic monitoring systems can predict traffic flow by integrating machine learning methods. Specifically, traffic flow data contains both spat...

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Opis bibliograficzny

Główni autorzy:	Wenming Ma, Zihao Chu, Hao Chen, Mingqi Li
Format:	Artigo
Język:	Inglês
Wydane:	Nature Portfolio 2024-11-01
Seria:	Scientific Reports
Hasła przedmiotowe:	Unmanned aerial vehicle Traffic monitoring system Graph neural network Traffic flow prediction
Dostęp online:	https://doi.org/10.1038/s41598-024-78335-0
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