[HTML][HTML] About calibration of car-following dynamics of automated and human-driven vehicles: Methodology, guidelines and codes
A comprehensive literature review reveals that there exist lots of ambiguities, confusion and
even contradictions in setting a car-following calibration problem. In particular, confusion …
even contradictions in setting a car-following calibration problem. In particular, confusion …
Human-like autonomous car-following model with deep reinforcement learning
This study proposes a framework for human-like autonomous car-following planning based
on deep reinforcement learning (deep RL). Historical driving data are fed into a simulation …
on deep reinforcement learning (deep RL). Historical driving data are fed into a simulation …
Microscopic traffic modeling inside intersections: Interactions between drivers
Microscopic traffic flow models enable predictions of traffic operations, which allows traffic
engineers to assess the efficiency and safety effects of roadway designs. Modeling vehicle …
engineers to assess the efficiency and safety effects of roadway designs. Modeling vehicle …
Modeling car-following behavior on urban expressways in Shanghai: A naturalistic driving study
Although car-following behavior is the core component of microscopic traffic simulation,
intelligent transportation systems, and advanced driver assistance systems, the adequacy of …
intelligent transportation systems, and advanced driver assistance systems, the adequacy of …
Assessing traffic disturbance, efficiency, and safety of the mixed traffic flow of connected vehicles and traditional vehicles by considering human factors
In the foreseeable future, connected vehicles (CVs) will coexist with traditional vehicles
(TVs) resulting in a complex mixed traffic environment and the success of CVs will depend …
(TVs) resulting in a complex mixed traffic environment and the success of CVs will depend …
On string stability of a mixed and heterogeneous traffic flow: A unifying modelling framework
M Montanino, V Punzo - Transportation Research Part B: Methodological, 2021 - Elsevier
Urged by a close future perspective of a traffic flow made of a mix of human-driven vehicles
and connected, automated vehicles (CAVs), research has recently focused at making the …
and connected, automated vehicles (CAVs), research has recently focused at making the …
On the stochastic fundamental diagram for freeway traffic: Model development, analytical properties, validation, and extensive applications
In this research, we apply a new calibration approach to generate stochastic traffic flow
fundamental diagrams. We first prove that the percentile based fundamental diagrams are …
fundamental diagrams. We first prove that the percentile based fundamental diagrams are …
From homogeneous to heterogeneous traffic flows: Lp String stability under uncertain model parameters
This paper shows that the heterogeneity of drivers' and vehicles characteristics makes
platoons, on average, more string-unstable. However, the string instability degree of …
platoons, on average, more string-unstable. However, the string instability degree of …
Connected and automated vehicles: Opportunities and challenges for transportation systems, smart cities, and societies
Abstract Connected and Automated Vehicles (CAVs) technology offers a potential solution to
massive road transport issues in the areas of safety, mobility, and the environment. For road …
massive road transport issues in the areas of safety, mobility, and the environment. For road …
Modelling car-following behaviour of connected vehicles with a focus on driver compliance
This paper incorporates the driver compliance behaviour into a connected vehicle driving
strategy (CVDS) that can be integrated with traditional car-following (CF) models to better …
strategy (CVDS) that can be integrated with traditional car-following (CF) models to better …