Towards dependable autonomous driving vehicles: a system-level approach

J Kim, R Rajkumar, M Jochim - ACM SIGBED Review, 2013 - dl.acm.org
Autonomous driving technologies have been emerging over the past few years, and semi-autonomous
driving … Since autonomous driving is realized by the intelligent processing of data …

A review of end-to-end autonomous driving in urban environments

D Coelho, M Oliveira - Ieee Access, 2022 - ieeexplore.ieee.org
… Beyond providing a detailed overview of the existent approaches, we conclude this work
with the most promising aspects of end-to-end autonomous driving approaches suitable for …

Vision-based autonomous driving: A model learning approach

A Baheri, I Kolmanovsky, A Girard… - 2020 American …, 2020 - ieeexplore.ieee.org
approach for perception and control for an autonomous vehicle and demonstrate this
approach in a high-fidelity urban driving … our approach in CARLA, a high-fidelity urban driving

Dynamic representations for autonomous driving

JS Olier, P Marín-Plaza, D Martín… - 2017 14th IEEE …, 2017 - ieeexplore.ieee.org
This paper presents a method for observational learning in autonomous agents. A formalism
based on deep learning implementations of variational methods and Bayesian filtering …

End-to-end autonomous driving: An angle branched network approach

Q Wang, L Chen, B Tian, W Tian, L Li… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… for autonomous driving, the navigation is done by firstly using the SLAM approach to build
a … Finally, a controller is adopted to make the vehicle drive along the planned path. Some of …

Intelligent environment enabling autonomous driving

MA Khan - IEEE Access, 2021 - ieeexplore.ieee.org
autonomous driving development activities worldwide. We then discuss the solution concept
for autonomous driving in … We implement approaches for predicting the network resource …

Planning-oriented autonomous driving

Y Hu, J Yang, L Chen, K Li, C Sima… - Proceedings of the …, 2023 - openaccess.thecvf.com
… Modern autonomous driving system is characterized as modular tasks in sequential order,
ie… -level intelligence, contemporary approaches either deploy standalone models for indi…

An open approach to autonomous vehicles

S Kato, E Takeuchi, Y Ishiguro, Y Ninomiya… - IEEE Micro, 2015 - ieeexplore.ieee.org
… We build the software stack of autonomous driving on the basis of open-source software.
As a result, even the code implementation of the algorithms we have discussed becomes …

Human-like decision making for autonomous driving: A noncooperative game theoretic approach

P Hang, C Lv, Y Xing, C Huang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… on the combination of the real human driving data and the vehicle dynamics for human-like
autonomous driving. Learning from human driver’s strategies for handling complex situations …

Risk assessment methodologies for autonomous driving: A survey

WMD Chia, SL Keoh, C Goh… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Autonomous driving systems (ADS) in recent years have been the subject of focus, evolving
as one of the major mobility disruptors and being a potential candidate for deployment in …