Short Term Traffic Flow Prediction of Urban Road Using Time Varying Filtering Based Empirical Mode Decomposition

Short Term Traffic Flow Prediction of Urban Road Using Time Varying Filtering Based Empirical Mode Decomposition

Short-term traffic flow prediction is important to realize real-time traffic instruction. However, due to the existing strong nonlinearity and non-stationarity in short-term traffic volume data, it is hard to obtain a satisfactory result through the traditional method. To this end, this paper develo...

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Bibliographic Details
Main Authors: Yanpeng Wang, Leina Zhao, Shuqing Li, Xinyu Wen, Yang Xiong
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Applied Sciences
Subjects:
short-term traffic flow prediction
decomposition
tvf-emd
lssvm
forecasting accuracy
Online Access:https://www.mdpi.com/2076-3417/10/6/2038

Internet

https://www.mdpi.com/2076-3417/10/6/2038

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