A multi-state social force based framework for vehicle-pedestrian interaction in uncontrolled pedestrian crossing scenarios

D Yang, K Redmill, Ü Özgüner - 2020 IEEE Intelligent Vehicles …, 2020 - ieeexplore.ieee.org
Vehicle-pedestrian interaction (VPI) is one of the most challenging tasks for automated
driving systems. The design of driving strategies for such systems usually starts with …

Social force based microscopic modeling of vehicle-crowd interaction

D Yang, Ü Özgüner, K Redmill - 2018 IEEE Intelligent Vehicles …, 2018 - ieeexplore.ieee.org
Pedestrian safety is of paramount importance for intelligent transportation systems. This
study focuses on the scenarios where pedestrians appear as crowds and interact with …

Sub-goal social force model for collective pedestrian motion under vehicle influence

D Yang, FT Johora, KA Redmill, Ü Özgüner… - arXiv preprint arXiv …, 2021 - arxiv.org
In mixed traffic scenarios, a certain number of pedestrians might coexist in a small area
while interacting with vehicles. In this situation, every pedestrian must simultaneously react …

Predicting pedestrian road-crossing assertiveness for autonomous vehicle control

F Camara, O Giles, R Madigan… - 2018 21st …, 2018 - ieeexplore.ieee.org
Autonomous vehicles (AVs) must interact with other road users including pedestrians. Unlike
passive environments, pedestrians are active agents having their own utilities and …

Towards proactive navigation: A pedestrian-vehicle cooperation based behavioral model

M Kabtoul, A Spalanzani… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Developing autonomous vehicles capable of navigating safely and socially around
pedestrians is a major challenge in intelligent transportation. This challenge cannot be met …

Autonomous vehicle with communicative driving for pedestrian crossing: Trajectory optimization

M Zhang, A Abbas-Turki, A Lombard… - 2020 IEEE 23rd …, 2020 - ieeexplore.ieee.org
Connected and autonomous vehicles (CAV) is a key technology for this century. One of the
main challenges is to define a smart interaction behavior of CAV with the other road users …

A social force based pedestrian motion model considering multi-pedestrian interaction with a vehicle

D Yang, Ü Özgüner, K Redmill - ACM Transactions on Spatial Algorithms …, 2020 - dl.acm.org
Pedestrian motion modeling in mixed traffic scenarios is crucial to the development of
autonomous systems in transportation related applications. This work investigated how …

Combining Social Force Model with Model Predictive Control for Vehicle's Longitudinal Speed Regulation in Pedestrian-Dense Scenarios

D Yang, Ü Özgüner - arXiv preprint arXiv:1907.05178, 2019 - arxiv.org
In pedestrian-dense traffic scenarios, an autonomous vehicle may have to safely drive
through a crowd of pedestrians while the vehicle tries to keep the desired speed as much as …

Analysis of a game theory-based model of vehicle-pedestrian interaction at uncontrolled crosswalks

B Škugor, J Topić, J Deur, V Ivanović… - … Conference on Smart …, 2020 - ieeexplore.ieee.org
The paper deals with a detailed analysis of a game theory-based vehicle-pedestrian
interaction model adopted from literature. For the sake of simplicity only single-vehicle/single …

Simulation of pedestrian interaction with autonomous vehicles via social force model

MM Rashid, MR Seyedi, S Jung - Simulation modelling practice and theory, 2024 - Elsevier
Simulation of pedestrian motion in urban traffic networks is crucial for designing autonomous
vehicle systems. In a mixed traffic system, a complex interaction occurs between a …