VECTOR CONTROL LYAPUNOV AND BARRIER FUNCTIONS FOR SAFE STABILIZATION OF INTERCONNECTED SYSTEMS

被引:1
|
作者
Ren, Wei [1 ]
Li, Jingjie [1 ]
Xiong, Junlin [2 ]
Sun, Xi-ming [1 ]
机构
[1] Dalian Univ Technol, Key Lab Intelligent Control & Optimizat Ind Equipm, Minist Educ, Dalian 116024, Peoples R China
[2] Univ Sci & Technol China, Dept Automat, Hefei 230026, Peoples R China
基金
中国国家自然科学基金;
关键词
interconnected systems; decentralized quadratic program; safety; stabilization; vector control Lyapunov functions; vector control barrier functions; LARGE-SCALE SYSTEMS; STABILITY; CERTIFICATES; CONSTRUCTION; NETWORKS; THEOREM;
D O I
10.1137/22M1530422
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we investigate the safety and stabilization problems of interconnected nonlinear systems. In particular, different subsystems may involve potentially conflicting control objectives and distributed safety constraints. For this purpose, we first propose a novel vector control Lyapunov function (VCLF) to deal with the stabilization problem and vector control barrier functions (VCBFs) to resolve the safety problem. Both VCLF and VCBFs not only extend the control Lyapunov function and control barrier function from the scalar case to the vector case, but also allow for the decentralized controller design to reduce the conservatism caused by the existing methods based on scalar control functions. To address the safety and stabilization problems simultaneously, the proposed VCLF and VCBF are combined into a quadratic programming, which is in a decentralized manner and results in a decentralized optimization-based control approach. The decentralized controllers are derived explicitly in a closed form, which facilitates the analysis and shows the simultaneous guarantee of the safety and stabilization objectives. Finally, the derived results are illustrated via an example from the formation control problem of multirobot systems.
引用
收藏
页码:3209 / 3233
页数:25
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