Field–Road Operation Classification of Agricultural Machine GNSS Trajectories Using Spatio-Temporal Neural Network

Field–Road Operation Classification of Agricultural Machine GNSS Trajectories Using Spatio-Temporal Neural Network

The classification that distinguishes whether machines are driving on roads or working in fields based on their global navigation satellite system (GNSS) trajectories is essential for effective management of cross-regional agricultural machinery services in China. In this paper, a novel field–road c...

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Bibliographic Details
Main Authors: Ying Chen, Guangyuan Li, Kun Zhou, Caicong Wu
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Agronomy
Subjects:
operation decomposition
field–road classification
deep learning
combination strategy
GNSS tracked trajectories
Online Access:https://www.mdpi.com/2073-4395/13/5/1415

Internet

https://www.mdpi.com/2073-4395/13/5/1415

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