Hands off the wheel in autonomous vehicles?: A systems perspective on over a million miles of field data

SS Banerjee, S Jha, J Cyriac… - 2018 48th Annual …, 2018 - ieeexplore.ieee.org
Autonomous vehicle (AV) technology is rapidly becoming a reality on US roads, offering the
promise of improvements in traffic management, safety, and the comfort and efficiency of …

Avfi: Fault injection for autonomous vehicles

S Jha, SS Banerjee, J Cyriac… - 2018 48th annual …, 2018 - ieeexplore.ieee.org
Autonomous vehicle (AV) technology is rapidly becoming a reality on US roads, offering the
promise of improvements in traffic management, safety, and the comfort and efficiency of …

Autonomous vehicle accident data analysis: California OL 316 reports: 2015–2020

RL McCarthy - ASCE-ASME Journal of Risk and …, 2022 - asmedigitalcollection.asme.org
Abstract Six years (2015–2020) of autonomous vehicle (AV Level 3) crash data from
California's (CA) OL 316 collision reports of AV crashes while in the autonomous mode (AM) …

Av-fuzzer: Finding safety violations in autonomous driving systems

G Li, Y Li, S Jha, T Tsai, M Sullivan… - 2020 IEEE 31st …, 2020 - ieeexplore.ieee.org
This paper proposes AV-FUZZER, a testing framework, to find the safety violations of an
autonomous vehicle (AV) in the presence of an evolving traffic environment. We perturb the …

Assuring fully autonomous vehicles safety by design: The autonomous vehicle control (avc) module strategy

CBST Molina, JR De Almeida… - 2017 47th Annual …, 2017 - ieeexplore.ieee.org
Massive investment in'intelligent'vehicle technologies is going to turn autonomous vehicles
into reality in a few years. The insertion of this intelligence at the road vehicles is expected to …

[HTML][HTML] Crash and disengagement data of autonomous vehicles on public roads in California

A Sinha, S Chand, V Vu, H Chen, V Dixit - Scientific data, 2021 - nature.com
Abstract Autonomous Vehicles (AVs) are being widely tested on public roads in several
countries such as the USA, Canada, France, Germany, and Australia. For the transparent …

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
The recent proliferation of computing technologies (eg, sensors, computer vision, machine
learning, and hardware acceleration) and the broad deployment of communication …

OpenVDAP: An open vehicular data analytics platform for CAVs

Q Zhang, Y Wang, X Zhang, L Liu, X Wu… - 2018 IEEE 38th …, 2018 - ieeexplore.ieee.org
In this paper, we envision the future connected and autonomous vehicles (CAVs) as a
sophisticated computer on wheels, with substantial on-board sensors as data sources and a …

Ml-based fault injection for autonomous vehicles: A case for bayesian fault injection

S Jha, S Banerjee, T Tsai, SKS Hari… - 2019 49th annual …, 2019 - ieeexplore.ieee.org
The safety and resilience of fully autonomous vehicles (AVs) are of significant concern, as
exemplified by several headline-making accidents. While AV development today involves …

A crash injury model involving autonomous vehicle: Investigating of crash and disengagement reports

A Sinha, V Vu, S Chand, K Wijayaratna, V Dixit - Sustainability, 2021 - mdpi.com
Autonomous vehicles (AVs) are being extensively tested on public roads in several states in
the USA, such as California, Florida, Nevada, and Texas. AV utilization is expected to …