Toward a Cost-Effective Motorway Traffic State Estimation From Sparse Speed and GPS Data

Toward a Cost-Effective Motorway Traffic State Estimation From Sparse Speed and GPS Data

In this paper, we propose a new data-driven traffic state estimation model that estimates traffic flow based on average speed data only. The model is devised to implement a cost-effective framework that aggregates heterogeneous sources of vehicles’ GPS and speed measurements to infer traf...

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Bibliographic Details
Main Authors: Zied Bouyahia, Hedi Haddad, Stephane Derrode, Wojciech Pieczynski
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Traffic state estimation
intelligent transportation systems
traffic monitoring
conditionally Gaussian observed Markov fuzzy switching systems
Online Access:https://ieeexplore.ieee.org/document/9380281/

Internet

https://ieeexplore.ieee.org/document/9380281/

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