[HTML][HTML] Digital-twin-based testing for cyber–physical systems: A systematic literature review

RJ Somers, JA Douthwaite, DJ Wagg… - Information and …, 2023 - Elsevier
Context: Cyber–physical systems present a challenge to testers, bringing complexity and
scale to safety-critical and collaborative environments. Digital twins enhance these systems …

Formal synthesis of controllers for safety-critical autonomous systems: Developments and challenges

X Yin, B Gao, X Yu - Annual Reviews in Control, 2024 - Elsevier
In recent years, formal methods have been extensively used in the design of autonomous
systems. By employing mathematically rigorous techniques, formal methods can provide …

Specification-based monitoring of cyber-physical systems: a survey on theory, tools and applications

E Bartocci, J Deshmukh, A Donzé, G Fainekos… - Lectures on Runtime …, 2018 - Springer
Abstract The term Cyber-Physical Systems (CPS) typically refers to engineered, physical
and biological systems monitored and/or controlled by an embedded computational core …

Reactive synthesis from signal temporal logic specifications

V Raman, A Donzé, D Sadigh, RM Murray… - Proceedings of the 18th …, 2015 - dl.acm.org
We present a counterexample-guided inductive synthesis approach to controller synthesis
for cyber-physical systems subject to signal temporal logic (STL) specifications, operating in …

Requirements-driven test generation for autonomous vehicles with machine learning components

CE Tuncali, G Fainekos, D Prokhorov… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Autonomous vehicles are complex systems that are challenging to test and debug. A
requirements-driven approach to the development process can decrease the resources …

[PDF][PDF] PGFUZZ: Policy-Guided Fuzzing for Robotic Vehicles.

H Kim, MO Ozmen, A Bianchi, ZB Celik, D Xu - NDSS, 2021 - kimhyungsub.github.io
Robotic vehicles (RVs) are becoming essential tools of modern systems, including
autonomous delivery services, public transportation, and environment monitoring. Despite …

SpaTeL: a novel spatial-temporal logic and its applications to networked systems

I Haghighi, A Jones, Z Kong, E Bartocci… - Proceedings of the 18th …, 2015 - dl.acm.org
Networked dynamical systems are increasingly used as models for a variety of processes
ranging from robotic teams to collections of genetically engineered living cells. As the …

Experience paper: Search-based testing in automated driving control applications

C Gladisch, T Heinz, C Heinzemann… - 2019 34th IEEE/ACM …, 2019 - ieeexplore.ieee.org
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 …

Mining parametric temporal logic properties in model-based design for cyber-physical systems

B Hoxha, A Dokhanchi, G Fainekos - International Journal on Software …, 2018 - Springer
One of the advantages of adopting a model-based development process is that it enables
testing and verification at early stages of development. However, it is often desirable to not …

Review on testing of cyber physical systems: Methods and testbeds

X Zhou, X Gou, T Huang, S Yang - IEEE Access, 2018 - ieeexplore.ieee.org
Cyber physical systems (CPSs) are rapidly developing, with increasing scale, complexity,
and heterogeneity. However, testing CPSs systematically to ensure that they operate with …