Traffic State Spatial-Temporal Characteristic Analysis and Short-Term Forecasting Based on Manifold Similarity

Traffic State Spatial-Temporal Characteristic Analysis and Short-Term Forecasting Based on Manifold Similarity

The study on the spatial-temporal characteristics of highway traffic flow is helpful to deeply understand the inherent evolution of highway traffic system and provide a theoretical basis for prediction and control of highway traffic flow. This paper makes an empirical analysis on the spatial-tempora...

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Bibliographic Details
Main Authors: Qingchao Liu, Yingfeng Cai, Haobin Jiang, Xiaobo Chen, Jian Lu
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Traffic state
spatial-temporal characteristics
prediction
manifold similarity
Online Access:https://ieeexplore.ieee.org/document/8242345/

Internet

https://ieeexplore.ieee.org/document/8242345/

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