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Communication Dans Un Congrès Année : 2021

Road Speed Signatures from C-ITS messages

Résumé

Cooperative Intelligent Transport Systems(C-ITS) focus on improving safety, comfort, traffic and energy efficiency. Vehicle speed and other speed based indicators are commonly used parameters in traffic research for generation of driving profiles. The main goal for studying speed variation is to gain a better understanding on why drivers respond in certain ways to road/traffic conditions and to discover factors which affect their actions. The aim of this paper is to use a real data-set of Cooperative Awareness Messages generated in a naturalistic driving C-ITS environment to generate speed signatures. We apply a segmentation technique and statistical analysis in generation and evaluation of road speed signatures. Based on our approach, interesting characteristics on the evolution of driving behavior are revealed.
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Dates et versions

hal-03319245 , version 1 (18-02-2022)

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Juliet Chebet Moso, Stephane Cormier, Hacene Fouchal, Cyril de Runz, John Wandeto, et al.. Road Speed Signatures from C-ITS messages. IEEE International Conference on Communications (ICC 2021), Jun 2021, Montreal, Canada. pp.1-6, ⟨10.1109/ICC42927.2021.9500949⟩. ⟨hal-03319245⟩
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