Traffic generator for HSDPA network simulations

Kelch, Lutz; Pögel, Tobias; Wolf, Lars; Sasse, Andreas

doi:10.1109/iccve.2014.7297565

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2019

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“…In the future, researchers may use these data to build better and more accurate vehicle predictive maintenance systems. Existing works focused their attention on generating data for particular objectives, which are not related to vehicles [3]. Even though some of them are capable of generating more generic data [4], [5], these approaches cannot be directly extrapolated to the vehicular environment.…”

Section: Introductionmentioning

confidence: 99%

V-tracer: a Vehicular Trace Generator for Future Predictive Maintenance

Machin

Garrido

Martínez

et al. 2019

2019 16th IEEE Annual Consumer Communications &Amp; Networking Conference (CCNC)

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In this paper we present V-tracer, a vehicular trace generator aimed at generating realistic data about mobility of vehicles, as well as their daily operation and wear. The objectives of our approach are two: first, gathering real traces obtained by in-vehicle on-board units (OBUs), and second, as the first target is hard to achieve, generating synthetic data. The final goal will be getting all the information that would be very useful to infer and predict vehicle failures. The traces provided by our generator may be used to perform the predictive maintenance of vehicles in the near future.

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Section: Introductionmentioning

confidence: 99%