Mixed test environment-based vehicle-in-the-loop validation-a new testing approach for autonomous vehicles

Y Chen, S Chen, T Xiao, S Zhang… - 2020 IEEE intelligent …, 2020 - ieeexplore.ieee.org
The current test of autonomous driving technology requires extensive experimental
verification, whether in simulation or on real roads. Netherthless, how to test autonomous …

Towards cross-verification and use of simulation in the assessment of automated driving

S Wagner, K Groh, T Kühbeck… - 2019 IEEE Intelligent …, 2019 - ieeexplore.ieee.org
One remaining challenge for Automated Driving (AD) that remains unclear to this day is its
assessment for market release. The application of previous strategies derived from the V …

Model in the loop testing and validation of embedded autonomous driving algorithms

D Bruggner, A Hegde, FS Acerbo… - 2021 IEEE Intelligent …, 2021 - ieeexplore.ieee.org
This paper presents a Model in the Loop (MiL) framework to validate embedded
autonomous driving (AD) and advanced driver assistant systems (ADAS) algorithms …

Vehicle-in-the-loop test environment for autonomous driving with microscopic traffic simulation

T Tettamanti, M Szalai, S Vass… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
In our days, vehicle automation is in a continuous evolutionary phase consisting of
experiments, testing and validation. Accelerating the development and deployment of …

Autonomous vehicles testing methods review

WL Huang, K Wang, Y Lv… - 2016 IEEE 19th …, 2016 - ieeexplore.ieee.org
Driving test is critical to the deployment of autonomous vehicles. It is necessary to review the
related works since the methodologies summaries are rare, which will help to set up an …

Empirical testing of automotive cyber-physical systems with credible software-in-the-loop environments

I Raghupatruni, T Goeppel, M Atak… - … Vehicles and Expo …, 2019 - ieeexplore.ieee.org
Automotive cyber-physical systems are constantly increasing in complexity, especially due
to innovations like sophisticated advanced driver assistance features. The increase in …

Salvo: Automated generation of diversified tests for self-driving cars from existing maps

V Nguyen, S Huber, A Gambi - 2021 IEEE international …, 2021 - ieeexplore.ieee.org
Simulation-based tests are more cost-effective and less dangerous than field tests; hence,
they are becoming the norm for thoroughly testing self-driving cars in virtual environments …

An empirical testing of autonomous vehicle simulator system for urban driving

J Seymour, QH Luu - 2021 IEEE international conference on …, 2021 - ieeexplore.ieee.org
Safety is one of the main challenges that prohibit autonomous vehicles (AV), requiring them
to be well tested ahead of being allowed on the road. In comparison with road tests …

Re-using concrete test scenarios generally is a bad idea

F Hauer, A Pretschner… - 2020 IEEE Intelligent …, 2020 - ieeexplore.ieee.org
Many approaches for testing automated and autonomous driving systems in dynamic traffic
scenarios rely on the reuse of test cases, eg, recording test scenarios during real test drives …

Virtual testing in automated driving systems Certification. A longitudinal dynamics validation example

R Donà, S Vass, K Mattas, MC Galassi, B Ciuffo - IEEE Access, 2022 - ieeexplore.ieee.org
The safety validation of Automated Driving Systems (ADSs) needs a combination of tools to
ensure testing in a broad range of traffic scenarios. Among the others, virtual testing is …