Planning and decision-making for autonomous vehicles

W Schwarting, J Alonso-Mora… - Annual Review of Control …, 2018 - annualreviews.org
In this review, we provide an overview of emerging trends and challenges in the field of
intelligent and autonomous, or self-driving, vehicles. Recent advances in the field of …

A review of shared control for automated vehicles: Theory and applications

M Marcano, S Díaz, J Pérez… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The last decade has shown an increasing interest on advanced driver assistance systems
(ADAS) based on shared control, where automation is continuously supporting the driver at …

Model predictive contouring control for time-optimal quadrotor flight

A Romero, S Sun, P Foehn… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this article, we tackle the problem of flying time-optimal trajectories through multiple
waypoints with quadrotors. State-of-the-art solutions split the problem into a planning task …

Smart traffic navigation system for fault-tolerant edge computing of internet of vehicle in intelligent transportation gateway

S Yang, J Tan, T Lei… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
To investigate the diversified technologies in Internet of Vehicles (IoVs) under intelligent
edge computing, brain-inspired computing techniques are proposed in this study, which is a …

Model predictive contouring control for collision avoidance in unstructured dynamic environments

B Brito, B Floor, L Ferranti… - IEEE Robotics and …, 2019 - ieeexplore.ieee.org
This letter presents a method for local motion planning in unstructured environments with
static and moving obstacles, such as humans. Given a reference path and speed, our …

Driver mental fatigue detection based on head posture using new modified reLU-BiLSTM deep neural network

S Ansari, F Naghdy, H Du… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Early detection of driver mental fatigue is one of the active areas of research in smart and
intelligent vehicles. There are various methods, based on measuring the physiological …

Human-machine shared driving: Challenges and future directions

S Ansari, F Naghdy, H Du - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
Distraction, misjudgement and driving mistakes can significantly affect a driver, resulting in
an increased risk of accidents. There are diverse factors that can cause mistakes in driving …

Variational end-to-end navigation and localization

A Amini, G Rosman, S Karaman… - … Conference on Robotics …, 2019 - ieeexplore.ieee.org
Deep learning has revolutionized the ability to learn “end-to-end” autonomous vehicle
control directly from raw sensory data. While there have been recent extensions to handle …

Fuzzy observer-based transitional path-tracking control for autonomous vehicles

C Hu, Y Chen, J Wang - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
This study addresses the path-tracking control issue of autonomous vehicles (AVs) when the
GPS measurement is temporarily unavailable. In such a case, the vehicle states, location or …

Game-theoretic modeling of multi-vehicle interactions at uncontrolled intersections

N Li, Y Yao, I Kolmanovsky, E Atkins… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Motivated by the need for simulation tools for testing, verification and validation of
autonomous driving systems that operate in traffic consisting of both autonomous and …