A Mesoscopic Traffic Data Assimilation Framework for Vehicle Density Estimation on Urban Traffic Networks Based on Particle Filters

Traffic conditions can be more accurately estimated using data assimilation techniques since these methods incorporate an imperfect traffic simulation model with the (partial) noisy measurement data. In this paper, we propose a data assimilation framework for vehicle density estimation on urban traf...

Full description

Bibliographic Details
Main Authors: Song Wang, Xu Xie, Rusheng Ju
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/21/4/358