Calibrating stochastic traffic simulation models for safety and operational measures based on vehicle conflict distributions obtained from aerial and traffic camera videos
Di Sha, Jingqin Gao, Di Yang, Fan Zuo, Kaan Özbay
Topics & Concepts
Simultaneous perturbation stochastic approximationMicrosimulationComputer scienceOutlierCalibrationTraffic conflictSimulationTraffic simulationGlobal Positioning SystemReal-time computingStochastic processEngineeringTransport engineeringTraffic congestionFloating car dataArtificial intelligenceStatisticsMathematicsTelecommunicationsTraffic control and managementTraffic and Road SafetyTransportation Planning and Optimization