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2020 | OriginalPaper | Chapter

A Bayesian Recognition Method for Highway Ambiguity Path Identification Based on Digraph

Authors : Xu-jin Yu, Jun Xu, Fan Zhang

Published in: Green, Smart and Connected Transportation Systems

Publisher: Springer Singapore

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Abstract

With the rapid development of the highway, the layout of road network is gradually transformed from the tree structure to the reticular structure. In order to develop a fair charging strategy, it is necessary to split the route of vehicles accurately. In this paper, a directed graph based method for ambiguous path of highway identification with Bayesian recognition algorithm is studied. Firstly, the highway network should be modeled into a digraph structure, and the 5.8G identification point or video image identification point would be mapped to the directed graph. Then a Bayesian recognition algorithm would be used to determine the actual path of the vehicle. The algorithm uses a two-stage structure, which could provide a rapid calculation at the exit lane. The method has been applied in the highway of Jiangxi Province and has achieved valuable results.

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Metadata
Title
A Bayesian Recognition Method for Highway Ambiguity Path Identification Based on Digraph
Authors
Xu-jin Yu
Jun Xu
Fan Zhang
Copyright Year
2020
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-15-0644-4_3

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