Traffic State Estimation for Signalized Intersections : A Combined Gaussian Process Bayesian Filter Approach

Traffic State Estimation for Signalized Intersections : A Combined Gaussian Process Bayesian Filter Approach

Traffic State Estimation (TSE) is a vital component in traffic control which requires an accurate viewof the current traffic situation. Since there is no full sensor coverage and the collected measurementsare inflicted with random noise, statistical estimation techniques are necessary to accomplish...

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Bibliographic Details
Main Author: Sederlin, Michael
Format: Others
Language:English
Published: KTH, Transportplanering 2020
Subjects:
Traffic State Estimation
Traffic Flow modelling
Gaussian Processes
Bayesian Filtering
Kalman Filter
Traffic Signals
Intersection
Non-parametric
Engineering and Technology
Teknik och teknologier
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-284198

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-284198

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