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A survey of algorithms for black-box safety validation of cyber-physical systems
Autonomous cyber-physical systems (CPS) can improve safety and efficiency for safety-
critical applications, but require rigorous testing before deployment. The complexity of these …
critical applications, but require rigorous testing before deployment. The complexity of these …
Generating avoidable collision scenarios for testing autonomous driving systems
Automated and autonomous driving systems (ADS) are a transformational technology in the
mobility sector. Current practice for testing ADS uses virtual tests in computer simulations; …
mobility sector. Current practice for testing ADS uses virtual tests in computer simulations; …
Did we test all scenarios for automated and autonomous driving systems?
To ensure safety and functional correctness of automated and autonomous driving systems,
virtual scenario-based testing is used. Experts derive traffic scenario types and generate …
virtual scenario-based testing is used. Experts derive traffic scenario types and generate …
Testing scenario library generation for connected and automated vehicles: An adaptive framework
How to generate testing scenario libraries for connected and automated vehicles (CAVs) is a
major challenge faced by the industry. In previous studies, to evaluate maneuver challenge …
major challenge faced by the industry. In previous studies, to evaluate maneuver challenge …
Automated identification and qualitative characterization of safety concerns reported in uav software platforms
Unmanned Aerial Vehicles (UAVs) are nowadays used in a variety of applications. Given the
cyber-physical nature of UAVs, software defects in these systems can cause issues with …
cyber-physical nature of UAVs, software defects in these systems can cause issues with …
Effective hybrid system falsification using Monte Carlo tree search guided by QB-robustness
Hybrid system falsification is an important quality assurance method for cyber-physical
systems with the advantage of scalability and feasibility in practice than exhaustive …
systems with the advantage of scalability and feasibility in practice than exhaustive …
Identification of test cases for automated driving systems using bayesian optimization
With advancements in technology, the automotive industry is experiencing a paradigm shift
from assisted driving to highly automated driving. However, autonomous driving systems are …
from assisted driving to highly automated driving. However, autonomous driving systems are …
[PDF][PDF] Paracosm: A Test Framework for Autonomous Driving Simulations
Systematic testing of autonomous vehicles operating in complex real-world scenarios is a
difficult and expensive problem. We present Paracosm, a framework for writing systematic …
difficult and expensive problem. We present Paracosm, a framework for writing systematic …
Experience paper: Search-based testing in automated driving control applications
Automated test generation and evaluation in simulation environments is a key technology for
verification of automated driving (AD) applications. Search-based testing (SBT) is an …
verification of automated driving (AD) applications. Search-based testing (SBT) is an …
A quality diversity approach to automatically generating human-robot interaction scenarios in shared autonomy
The growth of scale and complexity of interactions between humans and robots highlights
the need for new computational methods to automatically evaluate novel algorithms and …
the need for new computational methods to automatically evaluate novel algorithms and …