Road Risk Modeling and Cloud-Aided Safety-Based Route Planning.

Zhaojian Li,Ilya V. Kolmanovsky,Ella M. Atkins,Jianbo Lu,Dimitar P. Filev,John Michelini

IEEE Transactions on Cybernetics（2016）

引用 72|浏览44

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摘要

This paper presents a safety-based route planner that exploits vehicle-to-cloud-to-vehicle (V2C2V) connectivity. Time and road risk index (RRI) are considered as metrics to be balanced based on user preference. To evaluate road segment risk, a road and accident database from the highway safety information system is mined with a hybrid neural network model to predict RRI. Real-time factors such as ...

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关键词

Roads,Accidents,Computer crashes,Planning,Predictive models,Rail to rail inputs,Neural networks

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