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Dokumenttyp:
Konferenzbeitrag 
Autor(en):
Lohrer, J., Lienkamp, M. 
Titel:
Building representative velocity profiles using FastDTW and spectral clustering 
Seitenangaben Beitrag:
45-49 
Abstract:
The use of map based representative velocity profiles allows to predict the future state of a vehicle. The suggested approach is based on Fast Dynamic Time Warping. Spectral clustering is used to distinguish velocity profiles. Applying abstraction can significantly reduce computation time with a minor effect on cluster allocation. Outlier removal increases the quality of cluster identification. The approach was applied to the road network of Munich, to prove the universal applicability. 
Stichworte:
FTM Smarte Mobilität 
Kongress- / Buchtitel:
ITS Telecommunications (ITST), 2015 14th International Conference on 
Konferenzort:
Copenhagen, Denmark 
Datum der Konferenz:
2-4 Dec. 2015 
Jahr:
2015 
Nachgewiesen in:
Scopus 
TUM Einrichtung:
Lehrstuhl für Fahrzeugtechnik