Prediction of Queue Dissipation Time for Mixed Traffic Flows With Deep Learning

Prediction of Queue Dissipation Time for Mixed Traffic Flows With Deep Learning

Queue dissipation has been extensively studied about traffic signalization, work zone operations, and ramp metering. Various methods for estimating the intersection’s queue length and dissipation time have been reported in the literature, including the use of car-following models with sim...

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Bibliographic Details
Main Authors: Hung-Hsun Chen, Yi-Bing Lin, I-Hau Yeh, Hsun-Jung Cho, Yi-Jung Wu
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Open Journal of Intelligent Transportation Systems
Subjects:
Deep learning (DL)
traffic queue dissipation time
traffic queue pattern
mixed traffic flows
object detection
traffic signal countdown timer (TSCT)
Online Access:https://ieeexplore.ieee.org/document/9743408/

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