Architecting Safety Supervisors for High Levels of Automated Driving

12/05/2019
by   Martin Törngren, et al.
0

The complexity of automated driving poses challenges for providing safety assurance. Focusing on the architecting of an Autonomous Driving Intelligence (ADI), i.e. the computational intelligence, sensors and communication needed for high levels of automated driving, we investigate so called safety supervisors that complement the nominal functionality. We present a problem formulation and a functional architecture of a fault-tolerant ADI that encompasses a nominal and a safety supervisor channel. We then discuss the sources of hazardous events, the division of responsibilities among the channels, and when the supervisor should take over. We conclude with identified directions for further work.

READ FULL TEXT

page 3

page 6

research
01/06/2021

Artificial Intelligence Methods in In-Cabin Use Cases: A Survey

As interest in autonomous driving increases, efforts are being made to m...
research
05/09/2017

Paving the Roadway for Safety of Automated Vehicles: An Empirical Study on Testing Challenges

The technology in the area of automated vehicles is gaining speed and pr...
research
12/04/2019

Challenges in Architecting Fully Automated Driving; with an Emphasis on Heavy Commercial Vehicles

Fully automated vehicles will require new functionalities for perception...
research
11/18/2022

Rationale-aware Autonomous Driving Policy utilizing Safety Force Field implemented on CARLA Simulator

Despite the rapid improvement of autonomous driving technology in recent...
research
03/01/2018

Autonomic Vehicular Networks: Safety, Privacy, Cybersecurity and Societal Issues

Safety, efficiency, privacy, and cybersecurity can be achieved jointly i...
research
10/27/2022

Grasping Causality for the Explanation of Criticality for Automated Driving

The verification and validation of automated driving systems at SAE leve...
research
06/23/2023

Interpreting Safety Outcomes: Waymo's Performance Evaluation in the Context of a Broader Determination of Safety Readiness

This paper frames recent publications from Waymo within the broader cont...

Please sign up or login with your details

Forgot password? Click here to reset