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Document type:
Konferenzbeitrag 
Author(s):
Lohrer, Jürgen; Lienkamp, Markus 
Title:
Building representative velocity profiles using FastDTW and spectral clustering 
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. 
Keywords:
FTM Smarte Mobilität 
Book / Congress title:
14th International Conference on ITS Telecommunications 
Date of congress:
02.-04.12.2015 
Date of publication:
08.01.2016 
Year:
2016 
Covered by:
Scopus 
TUM Institution:
Lehrstuhl für Fahrzeugtechnik