Compression of GPS Trajectories using Autoencoders

The ubiquitous availability of mobile devices capable of location tracking led to a significant rise in the collection of GPS data. Several compression methods have been developed in order to reduce the amount of storage needed while keeping the important information. In this paper, we present an ls...

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Veröffentlicht in:	arXiv.org 2023-01
Hauptverfasser:	Kölle, Michael, Illium, Steffen, Hahn, Carsten, Schauer, Lorenz, Hutter, Johannes, Linnhoff-Popien, Claudia
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Compression ratio Data compression Electronic devices Global positioning systems GPS Spatial data Tracking devices Trajectory analysis
Online-Zugang:	Volltext
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