Using convex hulls with octree/voxel representations of point clouds to assess road and roadside geometric design for automated vehicles

M Gouda, Z Pawliuk, J Mirza, K El-Basyouny - Automation in Construction, 2023 - Elsevier
This paper aims to quantitatively assess the geometric design of road and roadside
infrastructure for Autonomous Vehicles (AVs) using point cloud data while addressing the …

Uncertainties in onboard algorithms for autonomous vehicles: Challenges, mitigation, and perspectives

K Yang, X Tang, J Li, H Wang, G Zhong… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Autonomous driving is considered one of the revolutionary technologies shaping humanity's
future mobility and quality of life. However, safety remains a critical hurdle in the way of …

Decision-making technology for autonomous vehicles: Learning-based methods, applications and future outlook

Q Liu, X Li, S Yuan, Z Li - 2021 IEEE International Intelligent …, 2021 - ieeexplore.ieee.org
Autonomous vehicles have a great potential in the application of both civil and military fields,
and have become the focus of research with the rapid development of science and …

[HTML][HTML] Vehicle trajectory prediction on highways using bird eye view representations and deep learning

R Izquierdo, A Quintanar, DF Llorca, IG Daza… - Applied …, 2023 - Springer
This work presents a novel method for predicting vehicle trajectories in highway scenarios
using efficient bird's eye view representations and convolutional neural networks. Vehicle …

Occlusion-aware planning for autonomous driving with vehicle-to-everything communication

C Zhang, F Steinhauser, G Hinz… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Navigating safely through occlusion scenarios remains challenging for Autonomous
Vehicles (AVs) due to onboard sensors with obstructed Fields of View (FoVs). Integrating …

Advancing autonomous vehicle control systems: An in‐depth overview of decision‐making and manoeuvre execution state of the art

S Abdallaoui, H Ikaouassen, A Kribèche… - The Journal of …, 2023 - Wiley Online Library
This abstract discusses the significant progress made in autonomous vehicles, focusing on
decision‐making systems and control algorithms. It explores recent advances, challenges …

Foresee the unseen: Sequential reasoning about hidden obstacles for safe driving

JMG Sánchez, T Nyberg, C Pek… - 2022 IEEE Intelligent …, 2022 - ieeexplore.ieee.org
Safe driving requires autonomous vehicles to anticipate potential hidden traffic participants
and other unseen objects, such as a cyclist hidden behind a large vehicle, or an object on …

Traffic mirror-aware pomdp behavior planning for autonomous urban driving

C Zhang, F Steinhauser, G Hinz… - 2022 IEEE Intelligent …, 2022 - ieeexplore.ieee.org
Driving autonomous vehicles safely through a complex urban environment remains a
difficult task. The sensor limitations, as well as the various occlusions in the urban …

Risk-aware decision-making and planning using prediction-guided strategy tree for the uncontrolled intersections

T Zhang, M Fu, W Song - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
Uncontrolled intersections with interaction and uncertainties are challenging for autonomous
vehicles (AV) to manage. In this work, we propose a decision-making model specific to …

Occlusion-aware motion planning with visibility maximization via active lateral position adjustment

P Narksri, H Darweesh, E Takeuchi, Y Ninomiya… - IEEE …, 2022 - ieeexplore.ieee.org
As the operational domain of autonomous vehicles expands, encountering occlusions
during navigation becomes unavoidable. Most of the existing research on occlusion-aware …