학술논문

PDE-Based Finite-Time Deployment of Heterogeneous Multi-Agent Systems Subject to Multiple Asynchronous Semi-Markov Chains
Document Type
Periodical
Source
IEEE Transactions on Circuits and Systems I: Regular Papers IEEE Trans. Circuits Syst. I Circuits and Systems I: Regular Papers, IEEE Transactions on. 71(2):885-897 Feb, 2024
Subject
Components, Circuits, Devices and Systems
Control systems
Mathematical models
Switches
Three-dimensional displays
Protocols
Network topology
Convergence
Heterogeneous nonlinear MASs
PDE-based approaches
finite-time deployment
asynchronous semi-Markov chains
single-point and double-boundary control
Language
ISSN
1549-8328
1558-0806
Abstract
For large-scale heterogeneous nonlinear multi-agent systems (MASs) consisting of abundant first-order and second-order agents, this paper presents a novel framework based on partial differential equations (PDEs) to facilitate their practically finite-time deployment in 2D or 3D space. First, through designing appropriate network communication protocols (NCPs), a heterogeneous nonlinear PDE model composed of a heat equation and a damped wave equation is constructed to characterize the collective dynamics of considered heterogeneous nonlinear MASs. Second, a single-point control strategy and a double-boundary control strategy are proposed, which could not only ensure the well-posedness of the closed-loop heterogeneous PDEs but also enable the finite-time deployment of multi agents. Notably, to better align with real MASs and operating environment, the network topologies and controllers are designed to be semi-Markov switched, while adhering to multiple asynchronous switching rules. Third, with the designed NCPs and control schemes, several sufficient conditions are derived to guarantee the practically finite-time stability of error systems. Finally, two numerical examples and an application example are conducted to validate effectiveness and practicability of the developed approaches.