Survey on scenario-based safety assessment of automated vehicles
When will automated vehicles come onto the market? This question has puzzled the
automotive industry and society for years. The technology and its implementation have …
automotive industry and society for years. The technology and its implementation have …
Autonomous vehicle evaluation: A comprehensive survey on modeling and simulation approaches
In recent years, autonomous vehicles (AVs), which observe the driving environment and
lead a few or all of the driving tasks, have garnered tremendous success. The field of AVs …
lead a few or all of the driving tasks, have garnered tremendous success. The field of AVs …
A survey on scenario-based testing for automated driving systems in high-fidelity simulation
Automated Driving Systems (ADSs) have seen rapid progress in recent years. To ensure the
safety and reliability of these systems, extensive testings are being conducted before their …
safety and reliability of these systems, extensive testings are being conducted before their …
Safety performance boundary identification of highly automated vehicles: A surrogate model-based gradient descent searching approach
Highly automated vehicles (HAVs) have been introduced to the transportation system for the
purpose of providing safer mobility. Considering the expected long co-existence period of …
purpose of providing safer mobility. Considering the expected long co-existence period of …
A taxonomy of validation strategies to ensure the safe operation of highly automated vehicles
Self-driving cars are on the horizon, making it necessary to consider safety assurance and
homologation of these autonomously operating vehicles. In this study, we systematically …
homologation of these autonomously operating vehicles. In this study, we systematically …
Scenario optimisation and sensitivity analysis for safe automated driving using gaussian processes
Assuring the safety of automated vehicles is essential for their timely introduction and
acceptance by policymakers and the public. To assess their safe design and robust decision …
acceptance by policymakers and the public. To assess their safe design and robust decision …
Performance boundary identification for the evaluation of automated vehicles using Gaussian process classification
Safety is an essential aspect in the facilitation of automated vehicle deployment. Current
testing practices are not enough, and going beyond them leads to infeasible testing …
testing practices are not enough, and going beyond them leads to infeasible testing …
Accelerated testing for automated vehicles safety evaluation in cut-in scenarios based on importance sampling, genetic algorithm and simulation applications
Purpose-It would take billions of miles' field road testing to demonstrate that the safety of
automated vehicle is statistically significantly higher than the safety of human driving …
automated vehicle is statistically significantly higher than the safety of human driving …
[PDF][PDF] An optimization-based method to identify relevant scenarios for type approval of automated vehicles
T Ponn, C Gnandt, F Diermeyer - Proceedings of the ESV …, 2019 - researchgate.net
The objective of this paper is to propose a novel approach for an intelligent selection of
relevant scenarios for the certification of automated vehicles. During this process, two main …
relevant scenarios for the certification of automated vehicles. During this process, two main …
An adaptive multi-fidelity sampling framework for safety analysis of connected and automated vehicles
Testing and evaluation are expensive but critical steps in the development of connected and
automated vehicles (CAVs). In this paper, we develop an adaptive sampling framework to …
automated vehicles (CAVs). In this paper, we develop an adaptive sampling framework to …