Perception, information processing and modeling: Critical stages for autonomous driving applications

D Gruyer, V Magnier, K Hamdi, L Claussmann… - Annual Reviews in …, 2017 - Elsevier
… the first section, we can note that the perception task is a very important and critical part in
the development of any autonomous driving application. Indeed, without accurate, certain and …

Current challenges in autonomous driving

I Barabas, A Todoruţ, N Cordoş… - IOP conference series …, 2017 - iopscience.iop.org
driver will have smaller and smaller role in driving his or her vehicle ending up being totally
excluded. In this paper, we have investigated the different levels of driving … the autonomous

Collaborative autonomous driving: Vision and challenges

Z Dong, W Shi, G Tong, K Yang - … and autonomous driving  …, 2020 - ieeexplore.ieee.org
… adoption of GPUs in time-critical and safetycritical tasks in an autonomous driving system. …
, and efforts for applying OpenVX in time-critical systems have been made in the last few years …

Deep learning for safe autonomous driving: Current challenges and future directions

K Muhammad, A Ullah, J Lloret… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
autonomous driving (AD), improving driving safety while minimizing the efforts of human drivers
… We complement our critical analysis of the existing literature with an excerpt of empirical …

Industry Practices for Challenging Autonomous Driving Systems with Critical Scenarios

Q Song, E Engström, P Runeson - ACM Transactions on Software …, 2024 - dl.acm.org
… of how autonomous driving systems are tested, particularly the identiication and use of
critical scenarios. We interviewed 13 practitioners from 7 companies in autonomous driving in …

Autonomous driving system: A comprehensive survey

J Zhao, W Zhao, B Deng, Z Wang, F Zhang… - Expert Systems with …, 2023 - Elsevier
… This ability renders it indispensable for critical tasks inherent to autonomous navigation,
such as lane detection and traffic sign recognition, along with distilling insights crucial to …

Computing systems for autonomous driving: State of the art and challenges

L Liu, S Lu, R Zhong, B Wu, Y Yao… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
autonomous driving, including seven performance metrics and nine key technologies, followed
by 12 challenges to realize autonomous driving… real-time critical tasks and interprets them …

A few critical human factors for developing sustainable autonomous driving technology

JFS Cárdenas, JG Shin, SH Kim - Sustainability, 2020 - mdpi.com
critical HFs in take-overs under level 3 of autonomous driving… in different fields of autonomous
driving and human factors … out a few critical HFs; however, experts’ input is critical to be …

Performance analysis of vehicle-to-vehicle communications for critical tasks in autonomous driving

I Parra, H Corrales, N Hernández… - 2019 IEEE Intelligent …, 2019 - ieeexplore.ieee.org
… -G5A V2V communications in critical scenarios for autonomous driving. Critical tasks such
T-… of the V2V communications in the designed critical scenarios and conclusions are drown. …

Edge computing for autonomous driving: Opportunities and challenges

S Liu, L Liu, J Tang, B Yu, Y Wang… - Proceedings of the …, 2019 - ieeexplore.ieee.org
Autonomous Driving: Opportunities and Challenges This article surveys the designs of
autonomous driving … In addition, it presents the security issues in autonomous driving as well as …