Falsifying motion plans of autonomous vehicles with abstractly specified traffic scenarios

M Klischat, M Althoff - IEEE Transactions on Intelligent Vehicles, 2022 - ieeexplore.ieee.org
Verifying the safety of autonomous vehicles is one of the major challenges towards their
deployment on public roads due to the vast number of possible situations that can occur in …

Specification-Guided Critical Scenario Identification for Automated Driving

A Molin, EA Aguilar, D Ničković, M Zhu… - … Symposium on Formal …, 2023 - Springer
To test automated driving systems, we present a case study for finding critical scenarios in
driving environments guided by formal specifications. To that aim, we devise a framework for …

[PDF][PDF] Conformance Testing for Stochastic Cyber-Physical Systems.

X Qin, N Hashemi, L Lindemann, JV Deshmukh - FMCAD, 2023 - library.oapen.org
Conformance is defined as a measure of distance between the behaviors of two dynamical
systems. The notion of conformance can accelerate system design when models of varying …

Generating Safety-Critical Test Scenarios for Motion Planning Algorithms of Autonomous Vehicles

MS Klischat - 2024 - mediatum.ub.tum.de
This thesis presents methods for generating safety-critical traffic scenarios to test motion
planning algorithms of autonomous vehicles. We introduce an algorithm to optimize traffic …

[图书][B] On Falsification of Large-Scale Cyber-Physical Systems

JL Eddeland - 2022 - search.proquest.com
In the development of modern Cyber-Physical Systems, Model-Based Testing of the closed-
loop system is an approach for finding potential faults and increasing quality of developed …