Safety-Critical Control With Limited Information

被引:0
|
作者
Clouatre M. [1 ]
Thitsa M. [2 ]
Kinney W. [2 ]
Conti A. [3 ]
Win M.Z. [4 ]
机构
[1] Wireless Information and Network Sciences Laboratory, Massachusetts Institute of Technology, Cambridge, MA
[2] Department of Electrical and Computer Engineering, Mercer University, Macon, GA
[3] Department of Engineering and CNIT, University of Ferrara, Ferrara
[4] Laboratory for Information and Decision Systems, Massachusetts Institute of Technology, Cambridge, MA
来源
基金
美国国家科学基金会;
关键词
barrier function; Control systems; control with limited information; networked control; Nonlinear systems; Observers; Robustness; safety; Safety; Safety escape time; State feedback; Trajectory;
D O I
10.1109/LCSYS.2024.3415477
中图分类号
学科分类号
摘要
This letter explores safety-critical control of nonlinear systems in settings where a finite-rate communication channel stands in the path of state feedback. We show that the mere existence of a nominally safe control law (certified by an exponential barrier function) suffices to provide safe control in these limited-information settings. We introduce the notion of “safety escape time”, the minimum time a system takes to become unsafe in the absence of actuation. The results complement the existing literature on stabilizing control with limited information and represent a step towards a complete understanding of safety-critical control with limited information. IEEE
引用
收藏
页码:1 / 1
相关论文
共 50 条
  • [1] Safety-Critical Control of a Planar Quadrotor
    Wu, Guofan
    Sreenath, Koushil
    [J]. 2016 AMERICAN CONTROL CONFERENCE (ACC), 2016, : 2252 - 2258
  • [2] Modular Adaptive Safety-Critical Control
    Cohen, Max H.
    Belta, Calin
    [J]. 2023 AMERICAN CONTROL CONFERENCE, ACC, 2023, : 2969 - 2974
  • [3] Optimal Safety-Critical Control of Epidemics
    Butler, Brooks A.
    Pare, Philip E.
    [J]. IEEE CONTROL SYSTEMS LETTERS, 2023, 7 : 1819 - 1824
  • [4] Safety-Critical Control for Ensemble Systems
    Guo, Yang
    Petzke, Felix
    Rumschinski, Philipp
    Streif, Stefan
    [J]. IFAC PAPERSONLINE, 2023, 56 (02): : 3152 - 3157
  • [5] On safety-critical computer control systems
    Halang, WA
    Colnaric, M
    [J]. TENTH IEEE SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, PROCEEDINGS, 1997, : 210 - 214
  • [6] SAFETY-CRITICAL CONTROL OF A 3D QUADROTOR WITH RANGE-LIMITED SENSING
    Wu, Guofan
    Sreenath, Koushil
    [J]. PROCEEDINGS OF THE ASME 9TH ANNUAL DYNAMIC SYSTEMS AND CONTROL CONFERENCE, 2016, VOL 1, 2017,
  • [7] ADVANCED INFORMATION SYSTEM FOR SAFETY-CRITICAL PROCESSES
    Kozak, Stefan
    Kajan, Slavomir
    Ciganek, Jan
    Ferencey, Viktor
    Belai, Igor
    [J]. COMPUTING AND INFORMATICS, 2014, 33 (06) : 1356 - 1376
  • [8] Quantification of the safety level of a safety-critical control system
    Rastocny, Karol
    Ilavsky, Juraj
    [J]. 2010 INTERNATIONAL CONFERENCE ON APPLIED ELECTRONICS, 2010, : 285 - 288
  • [9] Learning for Safety-Critical Control with Control Barrier Functions
    Taylor, Andrew J.
    Singletary, Andrew
    Yue, Yisong
    Ames, Aaron D.
    [J]. LEARNING FOR DYNAMICS AND CONTROL, VOL 120, 2020, 120 : 708 - 717
  • [10] Safety-Critical Optimal Control for Autonomous Systems
    Xiao Wei
    Cassandras, G. Christos
    Belta, Calin
    [J]. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021, 34 (05) : 1723 - 1742