Results 211 to 220 of about 157,141 (260)
Some of the next articles are maybe not open access.
Modeling oscillatory car following using deep reinforcement learning based car following models
2021 7th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), 2021In this work, we use reinforcement learning (RL) to train a car following model for vehicle jerk. The learned model is specifically trained for car following in low-speed oscillatory driving conditions such as stop-and-go traffic typical in congested urban centers.
John Nguyen, Raphael E. Stern
openaire +1 more source
Neural Agent Car-Following Models
IEEE Transactions on Intelligent Transportation Systems, 2007This paper presents a car-following model that was developed using a neural network approach for mapping perceptions to actions. The model has a similar formulation to the desired spacing models that do not consider reaction time or attempt to explain the behavioral aspects of car following. The model's performance was evaluated based on field data and
Sakda Panwai, Hussein Dia
openaire +6 more sources
Development of an emotional car-following model
17th International IEEE Conference on Intelligent Transportation Systems (ITSC), 2014This research effort proposes a new car-following model that includes the effects of emotion on driver behavior. The methodology used to investigate the effects of emotion on driver behavior has three main components: a psychological personality survey, a psychological emotion survey, and simulator scenarios.
Bryan Higgs 0002, Montasir Abbas
openaire +1 more source
The density wave in a car-following model
Journal of Physics A: Mathematical and General, 2002Summary: According to the optimal-velocity model, the condition for stable traffic flow is deduced. Nonlinear analysis shows that the density fluctuation in traffic flow itself induces two types of local density waves. A weak fluctuation occurring near the stability state in a wide range of headways forms a soliton determined by the Korteweg-de Vries ...
Zhou, Xianjun, Liu, Zhongzhu, Luo, Jun
openaire +1 more source
A novel nonlinear car-following model
Chaos: An Interdisciplinary Journal of Nonlinear Science, 1998The mathematical models used to describe the dynamical behavior of a group of road vehicles traveling in a single lane without overtaking are known as car-following models. These models are widely used in many commercially available microscopic traffic simulation software packages. They attempt to mimic the interactions between individual vehicles that
Addison, Paul S., Low, David J.
openaire +3 more sources
A Linear Dynamic Model for Driving Behavior in Car Following [PDF]
Transportation Science, 2016 In this paper a car-following model is formulated as a time-continuous dynamic process, depending on two parameters and two inputs. One of these inputs is the follower’s desired equilibrium spacing, assumed to exist and to be known. Another input is the speed of the lead vehicle. Given the formulation of the model, the contribution of these two inputs
PARIOTA, LUIGI +2 more
openaire +1 more source
Stability of the car-following model on two lanes
Physical Review E, 2005In the case of two-lane traffic, vehicle drivers always worry about the lane changing actions from neighbor lane. This paper studies the stability of a car-following model on two lanes which incorporates the lateral effects in traffic. The stability condition of the model is obtained by using the linear stability theory.
Tie-Qiao, Tang +2 more
openaire +2 more sources
A compound compensation method for car-following model
Communications in Nonlinear Science and Numerical Simulation, 2016zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Wen-Xing Zhu, Du Jun, Li-Dong Zhang
openaire +2 more sources