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存在未知控制方向的多参数严格反馈系统的预设性能控制

Prescribed Performance Control of Multiple Parametric Strict-Feedback Systems in the Presence of Unknown Control Directions

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2023
被引 15
ABS 3

中文导读

针对多个参数严格反馈不确定系统,在控制方向未知且不相同的条件下,设计了分布式控制器,使跟随者与领导者的同步误差保持在预设范围内,并降低了计算和通信负担。

Abstract

In this article, we study the problem of prescribed performance control (PPC) for multiple parametric strict-feedback (PSF) uncertain systems with unknown and nonidentical control directions. The designed distributed controller guarantees that the synchronization errors between followers and the leader are evolved within a prescribed range, meanwhile, states in the closed-loop system are bounded. Moreover, the results are independent of the initial values. In addition, by applying command-filtered technology, the complex derivation of virtual control in the traditional backstepping procedure is avoided, thus, the computational burden on each agent is greatly reduced. At the same time, the neighborhood information which is necessary for agent <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$i$ </tex-math></inline-formula> to construct its controller is minimized, i.e., only <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$x_{j1}$ </tex-math></inline-formula> and <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$x_{j2}$ </tex-math></inline-formula> are transmitted throughout the network. As a result, the communication burden of the network is reduced as well. Both theoretical analysis and numerical simulations are performed to verify the effectiveness of the proposed method.

控制理论多智能体系统非线性系统自适应控制