A survey on intersection management of connected autonomous vehicles

M Khayatian, M Mehrabian, E Andert… - ACM Transactions on …, 2020 - dl.acm.org
Intersection management of Connected Autonomous Vehicles (CAVs) has the potential to
improve safety and mobility. CAVs approaching an intersection can exchange information …

Encoding and monitoring responsibility sensitive safety rules for automated vehicles in signal temporal logic

M Hekmatnejad, S Yaghoubi, A Dokhanchi… - Proceedings of the 17th …, 2019 - dl.acm.org
As Automated Vehicles (AV) get ready to hit the public roads unsupervised, many practical
questions still remain open. For example, there is no commonly acceptable formal definition …

Gray-box adversarial testing for control systems with machine learning components

S Yaghoubi, G Fainekos - Proceedings of the 22nd ACM International …, 2019 - dl.acm.org
Neural Networks (NN) have been proposed in the past as an effective means for both
modeling and control of systems with very complex dynamics. However, despite the …

RIM: Robust intersection management for connected autonomous vehicles

M Khayatian, M Mehrabian… - 2018 IEEE Real-Time …, 2018 - ieeexplore.ieee.org
Utilizing intelligent transportation infrastructures can significantly improve the throughput of
intersections of Connected Autonomous Vehicles (CAV), where an Intersection Manager …

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 …

Worst-case satisfaction of stl specifications using feedforward neural network controllers: a lagrange multipliers approach

S Yaghoubi, G Fainekos - ACM Transactions on Embedded Computing …, 2019 - dl.acm.org
In this paper, a reinforcement learning approach for designing feedback neural network
controllers for nonlinear systems is proposed. Given a Signal Temporal Logic (STL) …

[HTML][HTML] Models of socio-cyber-physical systems security

S Yevseiev, Y Khokhlachova, S Ostapov, O Laptiev… - 2023 - monograph.com.ua
The development of technologies and computing resources has not only expanded the
range of digital services in all spheres of human activity, but also determined the range of …

Formalizing safety, perception, and mission requirements for testing and planning in autonomous vehicles

M Hekmatnejad - 2021 - search.proquest.com
Autonomous Vehicles (AV) are inevitable entities in future mobility systems that demand
safety and adaptability as two critical factors in replacing/assisting human drivers. Safety …

A run-time verification method with consideration of uncertainties for cyber–physical systems

M Mehrabian, M Khayatian, A Shrivastava… - Microprocessors and …, 2023 - Elsevier
Abstract Since many Cyber–Physical Systems (CPS) interact with the real world, they are
safety-or mission-critical. Temporal specification languages like STL (Signal Temporal …

Extending signal temporal logic with quantitative semantics by intervals for robust monitoring of cyber-physical systems

B Zhong, C Jordan, J Provost - ACM Transactions on Cyber-Physical …, 2021 - dl.acm.org
Monitoring is the core procedure of runtime verification of cyber-physical systems (CPS) and
provides an evaluation of a signal with respect to a given specification. For formally …