Control barrier functions: Theory and applications

AD Ames, S Coogan, M Egerstedt… - 2019 18th European …, 2019 - ieeexplore.ieee.org
This paper provides an introduction and overview of recent work on control barrier functions
and their use to verify and enforce safety properties in the context of (optimization based) …

[PDF][PDF] A review of multi-agent mobile robot systems applications

AAA Rasheed, MN Abdullah… - International Journal of …, 2022 - academia.edu
A multi-agent robot system (MARS) is one of the most important topics nowadays. The basic
task of this system is based on distributive and cooperative work among agents (robots). It …

Safety-critical control for autonomous systems: Control barrier functions via reduced-order models

MH Cohen, TG Molnar, AD Ames - Annual Reviews in Control, 2024 - Elsevier
Modern autonomous systems, such as flying, legged, and wheeled robots, are generally
characterized by high-dimensional nonlinear dynamics, which presents challenges for …

High-order control barrier functions

W Xiao, C Belta - IEEE Transactions on Automatic Control, 2021 - ieeexplore.ieee.org
We approach the problem of stabilizing a dynamical system while optimizing a cost and
satisfying safety constraints and control limitations. For (nonlinear) affine control systems …

Control barrier functions for signal temporal logic tasks

L Lindemann, DV Dimarogonas - IEEE control systems letters, 2018 - ieeexplore.ieee.org
The need for computationally-efficient control methods of dynamical systems under temporal
logic tasks has recently become more apparent. Existing methods are computationally …

Control barrier functions for systems with high relative degree

W Xiao, C Belta - 2019 IEEE 58th conference on decision and …, 2019 - ieeexplore.ieee.org
This paper extends control barrier functions (CBFs) to high order control barrier functions
(HOCBFs) that can be used for high relative degree constraints. The proposed HOCBFs are …

Neural graph control barrier functions guided distributed collision-avoidance multi-agent control

S Zhang, K Garg, C Fan - Conference on robot learning, 2023 - proceedings.mlr.press
We consider the problem of designing distributed collision-avoidance multi-agent control in
large-scale environments with potentially moving obstacles, where a large number of agents …

[图书][B] Hybrid feedback control

RG Sanfelice - 2021 - books.google.com
A comprehensive introduction to hybrid control systems and design Hybrid control systems
exhibit both discrete changes, or jumps, and continuous changes, or flow. An example of a …

Learning safe multi-agent control with decentralized neural barrier certificates

Z Qin, K Zhang, Y Chen, J Chen, C Fan - arXiv preprint arXiv:2101.05436, 2021 - arxiv.org
We study the multi-agent safe control problem where agents should avoid collisions to static
obstacles and collisions with each other while reaching their goals. Our core idea is to learn …

Comparative analysis of control barrier functions and artificial potential fields for obstacle avoidance

A Singletary, K Klingebiel, J Bourne… - 2021 IEEE/RSJ …, 2021 - ieeexplore.ieee.org
Artificial potential fields (APFs) and their variants have been a staple for collision avoidance
of mobile robots and manipulators for almost 40 years. Its model-independent nature, ease …