Autonomous systems are ubiquitous—their applications include autonomous driving, agriculture, military operations, food production and delivery, and exploration of hazardous …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …