[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 …

Test your self-driving algorithm: An overview of publicly available driving datasets and virtual testing environments

Y Kang, H Yin, C Berger - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
Many companies aim for delivering systems for autonomous driving reaching out for SAE
Level 5. As these systems run much more complex software than typical premium cars of …

Simultaneous localization and map**: A survey of current trends in autonomous driving

G Bresson, Z Alsayed, L Yu… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In this paper, we propose a survey of the Simultaneous Localization And Map** (SLAM)
field when considering the recent evolution of autonomous driving. The growing interest …

Probabilistic decision-making under uncertainty for autonomous driving using continuous POMDPs

S Brechtel, T Gindele, R Dillmann - 17th international IEEE …, 2014 - ieeexplore.ieee.org
This paper presents a generic approach for tactical decision-making under uncertainty in the
context of driving. The complexity of this task mainly stems from the fact that rational decision …

A sensor-fusion drivable-region and lane-detection system for autonomous vehicle navigation in challenging road scenarios

Q Li, L Chen, M Li, SL Shaw… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Autonomous vehicle navigation is challenging since various types of road scenarios in real
urban environments have to be considered, particularly when only perception sensors are …

[BOG][B] Handbook of driver assistance systems

H Winner, S Hakuli, F Lotz, C Singer - 2014 - researchgate.net
In this chapter, a survey of the current state of research on autonomous driving is given and
is set in the context of the requirements of an autonomous vehicle following the vision of an …

Extensive tests of autonomous driving technologies

A Broggi, M Buzzoni, S Debattisti… - IEEE Transactions …, 2013 - ieeexplore.ieee.org
This paper presents the vision of the Artificial Vision and Intelligent Systems Laboratory
(VisLab) on future automated vehicles, ranging from sensor selection up to their extensive …

Probabilistic online POMDP decision making for lane changes in fully automated driving

S Ulbrich, M Maurer - 16th International IEEE Conference on …, 2013 - ieeexplore.ieee.org
The Stadtpilot project aims at fully automated driving on Braunschweig's inner city ring road.
The TU Braunschweig's research vehicle “Leonie” is one of the first vehicles having the …

Autonomous vehicles: state of the art, future trends, and challenges

P Mallozzi, P Pelliccione, A Knauss, C Berger… - Automotive systems and …, 2019 - Springer
Autonomous vehicles are considered to be the next big thing. Several companies are racing
to put self-driving vehicles on the road by 2020. Regulations and standards are not ready for …

Autonomous robot navigation in highly populated pedestrian zones

R Kümmerle, M Ruhnke, B Steder… - Journal of Field …, 2015 - Wiley Online Library
In the past, there has been a tremendous amount of progress in the area of autonomous
robot navigation, and a large variety of robots have been developed that demonstrated …