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 motion planning techniques for automated vehicles

D González, J Pérez, V Milanés… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Intelligent vehicles have increased their capabilities for highly and, even fully, automated
driving under controlled environments. Scene information is received using onboard …

[HTML][HTML] Real-time motion planning methods for autonomous on-road driving: State-of-the-art and future research directions

C Katrakazas, M Quddus, WH Chen, L Deka - Transportation Research Part …, 2015 - Elsevier
Currently autonomous or self-driving vehicles are at the heart of academia and industry
research because of its multi-faceted advantages that includes improved safety, reduced …

Using online verification to prevent autonomous vehicles from causing accidents

C Pek, S Manzinger, M Koschi, M Althoff - Nature Machine Intelligence, 2020 - nature.com
Ensuring that autonomous vehicles do not cause accidents remains a challenge. We
present a formal verification technique for guaranteeing legal safety in arbitrary urban traffic …

High-resolution vehicle trajectory extraction and denoising from aerial videos

X Chen, Z Li, Y Yang, L Qi, R Ke - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In recent years, unmanned aerial vehicle (UAV) has become an increasingly popular tool for
traffic monitoring and data collection on highways due to its advantage of low cost, high …

Sampling-based robot motion planning: A review

M Elbanhawi, M Simic - Ieee access, 2014 - ieeexplore.ieee.org
Motion planning is a fundamental research area in robotics. Sampling-based methods offer
an efficient solution for what is otherwise a rather challenging dilemma of path planning …

In the passenger seat: investigating ride comfort measures in autonomous cars

M Elbanhawi, M Simic, R Jazar - IEEE Intelligent transportation …, 2015 - ieeexplore.ieee.org
The prospect of driverless cars wide-scale deployment is imminent owing to the advances in
robotics, computational power, communications, and sensor technologies. This promises …

Online verification of automated road vehicles using reachability analysis

M Althoff, JM Dolan - IEEE Transactions on Robotics, 2014 - ieeexplore.ieee.org
An approach for formally verifying the safety of automated vehicles is proposed. Due to the
uniqueness of each traffic situation, we verify safety online, ie, during the operation of the …

Real-time trajectory planning for autonomous urban driving: Framework, algorithms, and verifications

X Li, Z Sun, D Cao, Z He, Q Zhu - IEEE/ASME Transactions on …, 2015 - ieeexplore.ieee.org
This paper focuses on the real-time trajectory planning problem for autonomous vehicles
driving in realistic urban environments. To solve the complex navigation problem, we adopt …

Lateral vehicle trajectory optimization using constrained linear time-varying MPC

B Gutjahr, L Gröll, M Werling - IEEE Transactions on Intelligent …, 2016 - ieeexplore.ieee.org
In this paper, a trajectory optimization algorithm is proposed, which formulates the lateral
vehicle guidance task along a reference curve as a constrained optimal control problem …