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分布式布尔网络的渐近可观测性钉扎控制

Pinning Asymptotic Observability of Distributed Boolean Networks

IEEE Transactions on Cybernetics · 2024
被引 7
ABS 3

中文导读

研究了分布式布尔网络的渐近可观测性,通过并行扩展方法将问题转化为扩展系统的定点可达性,并针对不可观测系统提出模式依赖的钉扎控制策略以实现渐近可观测性。

Abstract

Asymptotic observability of distributed Boolean networks (DBNs) is studied in this article. Via a parallel extension method, asymptotic observability of the original system is converted to reachability at a fixed point of the extended system. Based on the structure matrix of the extended system, a necessary and sufficient condition is presented for asymptotic observability. Further, for unobservable systems, mode-dependent pinning control is first introduced and applied to achieve asymptotic observability, including the selections of pinning nodes, the design of output feedback controls, and the adding approaches. Then, a set of matrices is defined for the construction of the desired structure matrix. Based on it, a necessary condition is given to guarantee the solvability of the corresponding output feedback controls and the adding approaches. Finally, a numerical example is presented to show the effectiveness of the obtained results.

布尔网络可观测性控制理论分布式系统