A review of motion planning for highway autonomous driving

L Claussmann, M Revilloud, D Gruyer… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Self-driving vehicles will soon be a reality, as main automotive companies have announced
that they will sell their driving automation modes in the 2020s. This technology raises …

Research advances and challenges of autonomous and connected ground vehicles

A Eskandarian, C Wu, C Sun - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
Autonomous vehicle (AV) technology can provide a safe and convenient transportation
solution for the public, but the complex and various environments in the real world make it …

Multimodal trajectory predictions for autonomous driving using deep convolutional networks

H Cui, V Radosavljevic, FC Chou… - … on robotics and …, 2019 - ieeexplore.ieee.org
Autonomous driving presents one of the largest problems that the robotics and artificial
intelligence communities are facing at the moment, both in terms of difficulty and potential …

A review of sensor technologies for perception in automated driving

E Marti, MA De Miguel, F Garcia… - IEEE Intelligent …, 2019 - ieeexplore.ieee.org
After more than 20 years of research, ADAS are common in modern vehicles available in the
market. Automated Driving systems, still in research phase and limited in their capabilities …

[HTML][HTML] Automated driving recognition technologies for adverse weather conditions

K Yoneda, N Suganuma, R Yanase, M Aldibaja - IATSS research, 2019 - Elsevier
During automated driving in urban areas, decisions must be made while recognizing the
surrounding environment using sensors such as camera, Light Detection and Ranging …

Radar sensors for autonomous driving: Modulation schemes and interference mitigation

F Roos, J Bechter, C Knill, B Schweizer… - IEEE Microwave …, 2019 - ieeexplore.ieee.org
Autonomous driving is currently the focus of considerable media attention, and the
automotive industry is working on harnessing technological advances to accelerate …

AADS: Augmented autonomous driving simulation using data-driven algorithms

W Li, CW Pan, R Zhang, JP Ren, YX Ma, J Fang… - Science robotics, 2019 - science.org
Simulation systems have become essential to the development and validation of
autonomous driving (AD) technologies. The prevailing state-of-the-art approach for …

Autonomous driving motion planning with constrained iterative LQR

J Chen, W Zhan, M Tomizuka - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
Motion planning is a core technique for autonomous driving. Nowadays, there still exists a
lot of challenges in motion planning for autonomous driving in complicated environments …

Hybrid trajectory planning for autonomous driving in on-road dynamic scenarios

W Lim, S Lee, M Sunwoo, K Jo - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
A safe trajectory planning for on-road autonomous driving is a challenging problem owing to
the variety and complexity of driving environments. The problem should involve the …

Project autovision: Localization and 3d scene perception for an autonomous vehicle with a multi-camera system

L Heng, B Choi, Z Cui, M Geppert, S Hu… - … on Robotics and …, 2019 - ieeexplore.ieee.org
Project AutoVision aims to develop localization and 3D scene perception capabilities for a
self-driving vehicle. Such capabilities will enable autonomous navigation in urban and rural …