Artificial intelligence for safety-critical systems in industrial and transportation domains: A survey

J Perez-Cerrolaza, J Abella, M Borg, C Donzella… - ACM Computing …, 2024 - dl.acm.org
Artificial Intelligence (AI) can enable the development of next-generation autonomous safety-
critical systems in which Machine Learning (ML) algorithms learn optimized and safe …

[HTML][HTML] Mind the gaps: Assuring the safety of autonomous systems from an engineering, ethical, and legal perspective

S Burton, I Habli, T Lawton, J McDermid, P Morgan… - Artificial Intelligence, 2020 - Elsevier
This paper brings together a multi-disciplinary perspective from systems engineering, ethics,
and law to articulate a common language in which to reason about the multi-faceted …

SOTIF-oriented perception evaluation method for forward obstacle detection of autonomous vehicles

J Chu, T Zhao, J Jiao, Y Yuan, Y Jing - IEEE Systems Journal, 2023 - ieeexplore.ieee.org
The inclusion of autonomous vehicles into our society requires not only mature automated
technologies but also adequate confidence in safety guarantees. Safety of the intended …

A cyber–physical–social approach for engineering Functional Safety Requirements for automotive systems

M Gharib, A Ceccarelli, P Lollini, A Bondavalli - Journal of Systems and …, 2022 - Elsevier
Several approaches have been developed to assist automotive system manufacturers in
designing safer vehicles by facilitating compliance with functional safety standards …

Safety assurance concepts for automated driving systems

S Ballingall, M Sarvi, P Sweatman - … of Advances and Current Practices in …, 2020 - sae.org
Automated driving systems (ADSs) for road vehicles are being developed that can perform
the entire dynamic driving task without a human driver in the loop. However, current …

Graceful degradation design process for autonomous driving system

T Ishigooka, S Otsuka, K Serizawa, R Tsuchiya… - … Safety, Reliability, and …, 2019 - Springer
An autonomous driving system requires the safety and availability of automated driving. For
example, an autonomous driving system with automation level 3 requires the functions to …

Ein Beitrag zur durchg\" angigen, formalen Verhaltensspezifikation automatisierter Stra {\ss} enfahrzeuge

NF Salem, V Haber, M Rauschenbach, M Nolte… - arXiv preprint arXiv …, 2022 - arxiv.org
Assuring safety of automated vehicles (SAE Level 3+) requires specifying and validating the
behavior of such a vehicle in its operational environment. In order to argue and support …

Towards efficient hazard identification in the concept phase of driverless vehicle development

R Graubohm, T Stolte, G Bagschik… - 2020 IEEE Intelligent …, 2020 - ieeexplore.ieee.org
The complex functional structure of driverless vehicles induces a multitude of potential
malfunctions. Established approaches for a systematic hazard identification generate …

Dimensionless model-based system tracking via augmented Kalman filter for multiscale unmanned ground vehicles

C Sun, C Wang, Z Deng, D Cao - IEEE/ASME Transactions on …, 2020 - ieeexplore.ieee.org
In recent years, many unmanned vehicle designs and autonomous driving functions have
been introduced in the automotive industry to increase the safety and versatility of multiple …

Managing Risk in the Design of Modular Systems for an Autonomous Shuttle

T Drage, K Quirke-Brown, L Haddad… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
This paper presents an analysis and implementation of a robust autonomous driving system
for an electric passenger shuttle in shared spaces. We present results of a risk assessment …