Autonomous vehicle decision-making and control in complex and unconventional scenarios—a review

F Sana, NL Azad, K Raahemifar - Machines, 2023 - mdpi.com
The development of autonomous vehicles (AVs) is becoming increasingly important as the
need for reliable and safe transportation grows. However, in order to achieve level 5 …

Game theoretic decision making for autonomous vehicles' merge manoeuvre in high traffic scenarios

M Garzón, A Spalanzani - 2019 IEEE Intelligent Transportation …, 2019 - ieeexplore.ieee.org
This paper presents a game theoretic decision making process for autonomous vehicles. Its
goal is to provide a solution for a very challenging task: the merge manoeuvre in high traffic …

Collision-Free Cooperative Motion Planning and Decision-Making for Connected and Automated Vehicles at Unsignalized Intersections

X Gong, B Wang, S Liang - IEEE Transactions on Systems …, 2024 - ieeexplore.ieee.org
This article proposes a novel cooperative motion planning and decision-making approach
for connected and automated vehicles (CAVs) at unsignalized intersections, where a …

Research on lane changing game and behavioral decision making based on driving styles and micro-interaction behaviors

M Ye, P Li, Z Yang, Y Liu - Sensors, 2022 - mdpi.com
Autonomous driving technology plays an essential role in reducing road traffic accidents and
ensuring more convenience while driving, so it has been widely studied in industrial and …

Models of human decision-making as tools for estimating and optimizing impacts of vehicle automation

G Markkula, R Romano, R Madigan… - Transportation …, 2018 - journals.sagepub.com
With the development of increasingly automated vehicles (AVs) comes the increasingly
difficult challenge of comprehensively validating these for acceptable, and ideally beneficial …

Scenario-based decision-making, planning and control for interaction-aware autonomous driving on highways

R Kensbock, M Nezami… - 2023 IEEE Intelligent …, 2023 - ieeexplore.ieee.org
This paper proposes an architecture for integrated decision-making, motion planning, and
control in autonomous highway driving. The approach anticipates, to some degree …

Situation-aware left-turning connected and automated vehicle operation at signalized intersections

SM Khan, M Chowdhury - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
One challenging aspect of the connected and automated vehicle (CAV) operation in mixed
traffic is the development of a situation-awareness module for CAVs. While operating on …

Driving conflict resolution of autonomous vehicles at unsignalized intersections: A differential game approach

P Hang, C Huang, Z Hu, C Lv - IEEE/ASME Transactions on …, 2022 - ieeexplore.ieee.org
Considering personalized driving preferences, a new decision-making framework is
developed using a differential game approach to resolve the driving conflicts of autonomous …

CAVSim: A microscopic traffic simulator for evaluation of connected and automated vehicles

J Zhang, C Chang, Z He, W Zhong… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Connected and automated vehicles (CAVs) are expected to play a vital role in the emerging
intelligent transportation system. In recent years, researchers have proposed various …

Can automated driving prevent crashes with distracted Pedestrians? An exploration of motion planning at unsignalized Mid-block crosswalks

H Zhu, T Han, WKM Alhajyaseen, M Iryo-Asano… - Accident Analysis & …, 2022 - Elsevier
Pedestrian distraction may provoke severe difficulties in automated vehicle (AV) control,
which may significantly affect the safety performance of AVs, especially at unsignalized mid …