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 …

Advances in the theory of control barrier functions: Addressing practical challenges in safe control synthesis for autonomous and robotic systems

K Garg, J Usevitch, J Breeden, M Black… - Annual Reviews in …, 2024 - Elsevier
This tutorial paper presents recent work of the authors that extends the theory of Control
Barrier Functions (CBFs) to address practical challenges in the synthesis of safe controllers …

Distributed implementation of control barrier functions for multi-agent systems

X Tan, DV Dimarogonas - IEEE Control Systems Letters, 2021 - ieeexplore.ieee.org
In this letter, we propose a distributed implementation framework for control barrier functions
induced quadratic programs for multi-agent systems. The quadratic program aims at …

Trust-based rate-tunable control barrier functions for non-cooperative multi-agent systems

H Parwana, A Mustafa… - 2022 IEEE 61st …, 2022 - ieeexplore.ieee.org
For efficient and robust task accomplishment in multi-agent systems, an agent must be able
to distinguish cooperative agents from non-cooperative (ie, uncooperative and adversarial) …

Increasing perceived safety in motion planning for human-drone interaction

S Van Waveren, R Rudling, I Leite, P Jensfelt… - Proceedings of the 2023 …, 2023 - dl.acm.org
Safety is crucial for autonomous drones to operate close to humans. Besides avoiding
unwanted or harmful contact, people should also perceive the drone as safe. Existing safe …

Perception-based temporal logic planning in uncertain semantic maps

Y Kantaros, S Kalluraya, Q **… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this article, we address a multi-robot planning problem in environments with partially
unknown semantics. The environment is assumed to have a known geometric structure (eg …

Distributed control barrier functions for global connectivity maintenance

N De Carli, P Salaris… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
In this work, we propose a framework for the distributed implementation of Quadratic
Programs-based controllers, building upon and rectifying a significant limitation in a …

Formal verification and control with conformal prediction

L Lindemann, Y Zhao, X Yu, GJ Pappas… - arxiv preprint arxiv …, 2024 - arxiv.org
In this survey, we design formal verification and control algorithms for autonomous systems
with practical safety guarantees using conformal prediction (CP), a statistical tool for …

Receding horizon control with online barrier function design under signal temporal logic specifications

M Charitidou, DV Dimarogonas - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Signal temporal logic (STL) has been found to be an expressive language for describing
complex, time-constrained tasks in several robotic applications. Existing methods encode …

PRoTECT: Parallelized construction of safety barrier certificates for nonlinear polynomial systems

B Wooding, V Horbanov, A Lavaei - arxiv preprint arxiv:2404.14804, 2024 - arxiv.org
We develop an open-source software tool, called PRoTECT, for the parallelized construction
of safety barrier certificates (BCs) for nonlinear polynomial systems. This tool employs sum …