Testing, validation, and verification of robotic and autonomous systems: a systematic review

H Araujo, MR Mousavi, M Varshosaz - ACM Transactions on Software …, 2023 - dl.acm.org
We perform a systematic literature review on testing, validation, and verification of robotic
and autonomous systems (RAS). The scope of this review covers peer-reviewed research …

Statistical verification of hyperproperties for cyber-physical systems

Y Wang, M Zarei, B Bonakdarpour, M Pajic - ACM Transactions on …, 2019 - dl.acm.org
Many important properties of cyber-physical systems (CPS) are defined upon the
relationship between multiple executions simultaneously in continuous time. Examples …

[HTML][HTML] Formal verification of heuristic autonomous intersection management using statistical model checking

AP Chouhan, G Banda - Sensors, 2020 - mdpi.com
Autonomous vehicles are gaining popularity throughout the world among researchers and
consumers. However, their popularity has not yet reached the level where it is widely …

Formal estimation of collision risks for autonomous vehicles: A compositional data-driven approach

A Lavaei, L Di Lillo, A Censi… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this work, we propose a compositional data-driven approach for the formal estimation of
collision risks for autonomous vehicles (AVs) with black-box dynamics while acting in a …

Statistical model checking of cooperative autonomous driving systems

C Bernardeschi, G Lettieri, F Rossi - International Symposium on …, 2024 - Springer
In automotive engineering, one of the ideas of vehicle cooperation is to improve convoy
movements to increase the safety and efficiency of transportation systems. The complexity …

Differentially private algorithms for statistical verification of cyber-physical systems

Y Wang, H Sibai, M Yen, S Mitra… - IEEE Open Journal of …, 2022 - ieeexplore.ieee.org
Statistical model checking is a class of sequential algorithms that can verify specifications of
interest on an ensemble of cyber-physical systems (eg, whether 99% of cars from a batch …

Contributions to formal modelling and analysis of stochastic models Mémoire d'habilitation à diriger des recherches

P Ballarini - 2023 - hal.science
This manuscript describes a number of contributions, I had the opportunity to work on, in the
field of formal methods for stochastic models. Research in formal methods is concerned with …

Applying Formal Methods to Autonomous Vehicle Control

Y Duplouy - 2018 - theses.hal.science
This thesis takes place in the context of autonomous vehicle design, and concerns more
specifically the verification of controllers of such vehicles. Our contributions are the …

A Tool for Capturing Safety Properties from Critical System Specifications Written in SOFL

A Abdullah, H Khatan, M Abdulleteef… - Advanced Science …, 2018 - ingentaconnect.com
Requirements Engineering (RE) plays an essential role in software project success. RE
illustrate system behavior such as safety that directly impacts the customer experience …

[PDF][PDF] Statistical Model Checking of Cooperative Autonomous Driving Systems

F Rossi - researchgate.net
In automotive engineering, one of the ideas of vehicle cooperation is to improve convoy
movements to increase the safety and efficiency of transportation systems. The complexity …