Safe Autonomy with Control Barrier Functions

Safety is an essential requirement for any control system, be it a simple home appliance that
should not overheat or an aircraft that should not place its passengers' lives at risk. However …

Introduction to Autonomy and Safety

W Xiao, CG Cassandras, C Belta - Safe Autonomy with Control Barrier …, 2023 - Springer
Autonomous systems are ubiquitous—their applications include autonomous driving,
agriculture, military operations, food production and delivery, and exploration of hazardous …

[图书][B] Safe autonomy with control barrier functions: Theory and applications

W Xiao, CG Cassandras, C Belta - 2023 - Springer
This book presents the concept of Control Barrier Function (CBF), which captures the
evolution of safety requirements during the execution of a system and can be used to …

The safety filter: A unified view of safety-critical control in autonomous systems

KC Hsu, H Hu, JF Fisac - Annual Review of Control, Robotics …, 2023 - annualreviews.org
Recent years have seen significant progress in the realm of robot autonomy, accompanied
by the expanding reach of robotic technologies. However, the emergence of new …

[PDF][PDF] Verification and Synthesis of Discrete-time Control Barrier Functions

E Shakhesi - 2023 - research.tue.nl
Safety guarantees are of paramount importance in safety-critical systems, particularly those
that involve human interaction, such as autonomous vehicles. To define safety in the context …

Control barrier functions and input-to-state safety with application to automated vehicles

A Alan, AJ Taylor, CR He, AD Ames… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Balancing safety and performance is one of the predominant challenges in modern control
system design. Moreover, it is crucial to robustly ensure safety without inducing unnecessary …

[图书][B] Robust Safety-Critical Control: A Lyapunov and Barrier Approach

AJ Taylor - 2023 - search.proquest.com
Accompanying the technological advances of the past decade has been the promise for
widespread growth of autonomous systems into nearly all domains of human society …

[图书][B] Applied safety critical control

T Gurriet - 2020 - search.proquest.com
There is currently a clear gap between control-theoretical results and the reality of robotic
implementation, in the sense that it is very difficult to transfer analytical guarantees to …

Safety-critical optimal control for autonomous systems

W Xiao, GC Cassandras, C Belta - Journal of Systems Science and …, 2021 - Springer
This paper presents an overview of the state of the art for safety-critical optimal control of
autonomous systems. Optimal control methods are well studied, but become …

A Data-driven Method for Safety-critical Control: Designing Control Barrier Functions from State Constraints

J Lee, J Kim, AD Ames - arXiv preprint arXiv:2312.07786, 2023 - arxiv.org
This paper addresses the challenge of integrating explicit hard constraints into the control
barrier function (CBF) framework for ensuring safety in autonomous systems, including …