Results 1 to 10 of about 544 (114)

Limitations and Improvements of the Intelligent Driver Model (IDM)

open access: yesSIAM Journal on Applied Dynamical Systems, 2022
28 pages, 20 ...
Xiaoqian Gong   +2 more
exaly   +5 more sources

An Intelligent Chinese Driver Road Performance Assessment Model (RPAM) for Future Licensing Examinations

open access: yesApplied Sciences, 2023
As the demand for private vehicles rises, there has been a gradual increase in the number of motor vehicles on the roads, leading to a growing concern about addressing traffic safety.
Jianguo Gong   +5 more
doaj   +3 more sources

Calibration of the Intelligent Driver Model (IDM) at the Microscopic Level

open access: yesFuture Transportation
This paper presents a calibration technique for the Intelligent Driver Model (IDM), a car-following model that considers the physical interpretation of each parameter. Using an instrumented vehicle, trajectory data were gathered for a group of Portuguese
LuĂ­s Vasconcelos, Jorge M. Bandeira
doaj   +2 more sources

A Microscopic Traffic Model Considering Driver Reaction and Sensitivity

open access: yesApplied Sciences, 2023
A new microscopic traffic model is proposed that characterizes driver response according to reaction and sensitivity. Driver response in the intelligent driver (ID) model is based on a fixed acceleration exponent and so does not follow traffic physics ...
Faryal Ali   +4 more
doaj   +1 more source

A New Driver Model Based on Driver Response

open access: yesApplied Sciences, 2022
In this paper, a new microscopic traffic model based on forward and rearward driver response is proposed. Driver response is characterized using the distance and time headways.
Faryal Ali   +4 more
doaj   +1 more source

Extreme Gradient Boosting (XGBoost) Model for Vehicle Trajectory Prediction in Connected and Autonomous Vehicle Environment

open access: yesPromet (Zagreb), 2021
Connected and autonomous vehicles (CAVs) have the ability to receive information on their leading vehicles through multiple sensors and vehicle-to-vehicle (V2V) technology and then predict their future behaviour thus to improve roadway safety and ...
Pengfei Liu, Wei Fan
doaj   +1 more source

Adaptive driver following model that integrates perception process and driving behavior

open access: yesScientific Reports, 2022
In order to meet the personalized needs of Chinese intelligent vehicles and improve the satisfaction and acceptance of human–computer interaction and collaboration in domestic intelligent vehicles.
Changhao Piao   +3 more
doaj   +1 more source

Intelligent Driver Model-Based Vehicular Ad Hoc Network Communication in Real-Time Using 5G New Radio Wireless Networks

open access: yesIEEE Access, 2023
Vehicular ad hoc networks (VANETs) are self-organizing, open-structure inter-vehicle communication networks, along with wireless communication technology and transportation.
Rashid Ali   +5 more
doaj   +1 more source

A Microscopic Heterogeneous Traffic Flow Model Considering Distance Headway

open access: yesMathematics, 2022
The intelligent driver (ID) model characterizes traffic behavior with a constant acceleration exponent and does not follow traffic physics. This results in unrealistic traffic behavior. In this paper, a new microscopic heterogeneous traffic flow model is
Faryal Ali   +4 more
doaj   +1 more source

Evaluating the Effect of Road Surface Potholes Using a Microscopic Traffic Model

open access: yesApplied Sciences, 2023
Road surface wear leads to the formation of cracks and holes known as potholes. Potholes disrupt the smooth flow of traffic and can lead to accidents. The Intelligent Driver (ID) model is commonly employed but it assumes uniform traffic behavior for all ...
Faryal Ali   +3 more
doaj   +1 more source

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