Safety-Critical Control for Control Affine Systems under Spatio-Temporal and Input Constraints

Author:

Wang Shang1,Liu Fangzhou2ORCID,Li Cong1,Liu Qingchen3

Affiliation:

1. Chair of Automatic Control Engineering, Technical University of Munich, 80333 Munich, Germany

2. Research Institute of Intelligent Control and Systems, Harbin Institute of Technology, Harbin 150001, China

3. Department of Automation, Univeristy of Science and Technology of China, Hefei 230000, China

Abstract

Safety-critical control is a type of modern control task where potentially conflicting stability, safety, and input constraints coexist. In this paper, the Prescribed-Time Zeroing Control Barrier Function (PT-ZCBF) is introduced, which can be applied as a prescribed-time stability constraint in safety-critical control tasks. Furthermore, we formulate a PT-ZCBF-based Quadratic Program (QP), which is able to mediate the potentially conflicting constraints of safety-critical control. The solution of the newly designed QP, acting as the control input of a safety-critical system, can drive the closed-loop trajectories to converge in a user-defined prescribed time period while observing the safety and input constraints. Finally, we use the Adaptive Cruise Control (ACC) problem as an example of numerical simulation to evaluate the performance of the QP-based method.

Publisher

MDPI AG

Subject

Electrical and Electronic Engineering,Computer Networks and Communications,Hardware and Architecture,Signal Processing,Control and Systems Engineering

Reference27 articles.

1. Control barrier function based quadratic programs for safety critical systems;Ames;IEEE Trans. Autom. Control,2016

2. Garg, K., Arabi, E., and Panagou, D. (2019). Fixed-time control under spatiotemporal and input constraints: A QP based approach. arXiv.

3. Coordination of robot teams over long distances: From Georgia tech to Tokyo tech and back—An 11,000-km multirobot experiment;Funada;IEEE Control Syst. Mag.,2020

4. Control of mobile robots using barrier functions under temporal logic specifications;Srinivasan;IEEE Trans. Robot.,2020

5. Nonlinear feedback design for fixed-time stabilization of linear control systems;Polyakov;IEEE Trans. Autom. Control,2011

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