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The Integration of Macroscopic Traffic Optimization Control and Microscopic Traffic Flow Model for Mixed Traffic: A Cyber-Physical System Perspective

IEEE transactions on intelligent transportation systems (Print)
In future transportation systems, there is a growing emphasis on integrating macroscopic traffic control and the state of microscopic traffic flow to improve traffic efficiency and safety. And cyber-physical system (CPS) can support integrated, efficient
Huamin Li, Shiyu Jin
semanticscholar   +1 more source

A microscopic model for phase transitions in traffic flow

Journal of Physics A: Mathematical and General, 2002
Summary: A microscopic model for phase transitions in traffic flow is presented. The basic assumption of the model is that hypothetical homogeneous and stationary, i.e. `equilibrium' states of the model cover a two-dimensional region in the flow-density plane.
Kerner, Boris S., Klenov, Sergey L.
openaire   +2 more sources

Adaptive Traffic Light Control With Deep Reinforcement Learning: An Evaluation of Traffic Flow and Energy Consumption

IEEE transactions on intelligent transportation systems (Print), 2023
Cities of all sizes around the world are facing increasing levels of congestion, which leads to increasing travel time and emissions, and ultimately affects the quality of life.
Lucas Koch   +4 more
semanticscholar   +1 more source

Microscopic Analysis of Traffic Flow in Inclement Weather

2015
United States. Department of Transportation.
Rakha, Hesham A.   +3 more
openaire   +4 more sources

Microscopic modeling of multi-lane highway traffic flow

American Journal of Physics, 2003
We discuss a microscopic model for the study of multi-lane highway traffic flow dynamics. Each car experiences a force resulting from a combination of the desire of the driver to attain a certain velocity, aerodynamic drag, and change of the force due to car–car interactions.
Nathan O. Hodas, Anand Jagota
openaire   +1 more source

Towards a Unified View of Microscopic Traffic Flow Theories

IFAC Proceedings Volumes, 1997
Modeling and simulation of traffic has a long tradition. A vast number of different approaches have been used to simulate traffic, each of which has been calibrated and validated separately. This work aims at the way different models are interrelated.
openaire   +2 more sources

Calibration of microscopic traffic-flow models using multiple data sources

Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2010
Parameter identification of microscopic driving models is a difficult task. This is caused by the fact that parameters—such as reaction time, sensitivity to stimuli, etc.—are generally not directly observable from common traffic data, but also due to the lack of reliable statistical estimation techniques.
Hoogendoorn, Serge, Hoogendoorn, Raymond
openaire   +2 more sources

Parametric study of microscopic two-dimensional traffic flow models: A literature review

Canadian journal of civil engineering (Print), 2018
Indian traffic is highly heterogeneous consisting of all-inclusive vehicle characteristics, occupying any lateral position over the entire road width which results in vehicles continuous interaction with the neighbouring vehicles (in both longitudinal ...
Geetimukta Mahapatra   +2 more
semanticscholar   +1 more source

A Microscopic Simulation System for Traffic Flow with Uncertainty

Traffic and Transportation Studies (2000), 2000
The uncertainty of traffic flow is the essential, unavoidable and difficult problem not only for traffic flow theory but also for traffic control and traffic route guidance. In this paper, the viewpoint for uncertainty will be provided firstly, and the uncertainty is classified into two types: subjective uncertainty and objective uncertainty.
Guoguang He, Shoufeng Ma, Guizhu Wang
openaire   +1 more source

Research on microscopic traffic flow modeling and energy characteristics in the energy-saving driving environment

Nonlinear dynamics, 2023
Bin Sun   +6 more
semanticscholar   +1 more source

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