Paper
14 March 2022 Establishment of intersection traffic flow prediction model based on random characteristics of cloud model
Wei Jiang, Weilong Man
Author Affiliations +
Abstract
In the problem of traffic flow prediction at traffic intersections, this paper tries to predict traffic flow based on the random characteristics of cloud model. Establish the cloud model of traffic flow through the mapping relationship between qualitative and quantitative. To establish a new prediction mechanism between adjacent intersections to predict future traffic trends. Provide dynamic optimization support for intersection traffic signal timing scheme to evacuate traffic congestion as soon as possible.
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Wei Jiang and Weilong Man "Establishment of intersection traffic flow prediction model based on random characteristics of cloud model", Proc. SPIE 12165, International Conference on Intelligent Traffic Systems and Smart City (ITSSC 2021), 1216508 (14 March 2022); https://doi.org/10.1117/12.2627758
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KEYWORDS
Clouds

Data modeling

Roads

Evolutionary algorithms

Fuzzy logic

Optimization (mathematics)

Process modeling

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