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 …

Safe multi-agent interaction through robust control barrier functions with learned uncertainties

R Cheng, MJ Khojasteh, AD Ames… - 2020 59th IEEE …, 2020 - ieeexplore.ieee.org
Robots operating in real world settings must navigate and maintain safety while interacting
with many heterogeneous agents and obstacles. Multi-Agent Control Barrier Functions …

Control barrier functions in sampled-data systems

J Breeden, K Garg, D Panagou - IEEE Control Systems Letters, 2021 - ieeexplore.ieee.org
This letter presents conditions for ensuring forward invariance of safe sets under sampled-
data system dynamics with piecewise-constant controllers and fixed time-steps. First, we …

Extent-compatible control barrier functions

M Srinivasan, M Abate, G Nilsson, S Coogan - Systems & Control Letters, 2021 - Elsevier
Safety requirements in dynamical systems are commonly enforced with set invariance
constraints over a safe region of the state space. Control barrier functions, which are …

Geometry of Radial Basis Neural Networks for Safety Biased Approximation of Unsafe Regions

A Abuaish, M Srinivasan… - 2023 American Control …, 2023 - ieeexplore.ieee.org
Barrier function-based inequality constraints are a means to enforce safety specifications for
control systems. When used in conjunction with a convex optimization program, they provide …

Continuous reachability task transition using control barrier functions

M Srinivasan, C Santoyo, S Coogan - IFAC-PapersOnLine, 2020 - Elsevier
In this paper, a method to achieve smooth transitions between sequential reachability tasks
for a continuous time mobile robotic system is presented. Control barrier functions provide …

Constrained Control and Online Safety Filtering for Autonomous Space Systems

J Breeden - 2024 - deepblue.lib.umich.edu
This dissertation presents advances in the design of constrained control laws, specifically
control barrier function (CBF) quadratic program (QP) based control laws, herein called …

[图书][B] Assuring Safety under Uncertainty in Learning-Based Control Systems

R Cheng - 2021 - search.proquest.com
Learning-based controllers have recently shown impressive results for different robotic tasks
in well-defined environments, successfully solving a Rubiks cube and sorting objects in a …