Compression of GPS Trajectories using Autoencoders.
Michael KölleSteffen IlliumCarsten HahnLorenz SchauerJohannes HutterClaudia Linnhoff-PopienPublished in: CoRR (2023)
Keyphrases
- road segments
- denoising
- image compression
- data compression
- compression algorithm
- compression ratio
- compression scheme
- trajectory data
- mobile devices
- gps data
- moving objects
- urban environments
- global positioning system
- motion patterns
- lossless compression
- motion trajectories
- navigation systems
- map matching
- image processing
- adaptive kalman filter
- lossy compression
- smart phones
- location based services
- geographic information systems
- semi supervised