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
… plicated for current autonomous driving computing systems … -theart computing systems for
autonomous driving, including … , followed by 12 challenges to realize autonomous driving. We …

Autonomous driving security: State of the art and challenges

C Gao, G Wang, W Shi, Z Wang… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
… faces multiple challenges, of which security is the major concern. In this paper, we present a
… analysis of autonomous driving security. At first, the attack surface of autonomous driving is …

Mapping for autonomous driving: Opportunities and challenges

K Wong, Y Gu, S Kamijo - IEEE Intelligent Transportation …, 2020 - ieeexplore.ieee.org
… , mapping-related data files can also be very large, introducing challenges in the … of the
opportunities and challenges of mapping for autonomous driving. A state-ofthe-art review of the …

Autonomous driving with deep learning: A survey of state-of-art technologies

Y Huang, Y Chen - arXiv preprint arXiv:2006.06091, 2020 - arxiv.org
… ’s Grand Challenges (rural) in 2004/05 and Urban Challenges in 2007, autonomous driving
has … This is a survey of autonomous driving technologies with deep learning methods. We …

Autonomous driving in urban environments: approaches, lessons and challenges

M Campbell, M Egerstedt, JP How… - … Transactions of the …, 2010 - royalsocietypublishing.org
art in autonomous driving in urban environments, based primarily on the experiences of the
authors in the 2007 DARPA Urban Challenge (… the challenges that the teams faced in driving

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

K Muhammad, A Ullah, J Lloret… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
… In this section, the state-of-the-art DL approaches mentioned in Table II are briefly described,
considering the target seven tasks. Despite the fact that there are many studies about …

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

P Mallozzi, P Pelliccione, A Knauss, C Berger… - … : State of the art and …, 2019 - Springer
… the trends and future directions of autonomous driving. … them driving around our cities. In
the following, we describe some of the major challenges for guaranteeing safety in autonomous

End-to-end autonomous driving: Challenges and frontiers

L Chen, P Wu, K Chitta, B Jaeger, A Geiger… - arXiv preprint arXiv …, 2023 - arxiv.org
… We define end-to-end autonomous driving systems as fully differentiable programs that take
raw sensor data as input and produce a plan and/or low-level control actions as output. Fig. …

State-of-the-art and trends of autonomous driving technology

Y Dingyi, W Haiyan, Y Kaiming - 2018 IEEE international …, 2018 - ieeexplore.ieee.org
… Comparatively, researches between 2007 to 2013 are highly concentrated, topics around
autonomous driving and autonomous system are widely discussed and urban challenge and …

Formal methods to comply with rules of the road in autonomous driving: State of the art and grand challenges

N Mehdipour, M Althoff, RD Tebbens, C Belta - Automatica, 2023 - Elsevier
… covering general topics in autonomous driving mentioned above, this review focuses solely
on formal methods. It provides a comprehensive overview of the state of the art that is more in…