A Double-Layer Hierarchical Finite-Time Output Consensus Tracking Protocol for Heterogeneous Multi-Agent Systems With an Active Leader

Addressed in this paper is the finite-time output consensus tracking (FOCT) problem for general linear heterogeneous multi-agent systems (MASs) with an active leader. Unlike most existing results with a zero-input leader, the active leader under consideration is subject to a bounded non-zero control input. This enables the MASs to accommodate practical tasks and achieve desirable performance, such as tracking sophisticated and various trajectories, interacting with humans and tracking manned vehicles. Despite these advantages, the presence of an active leader introduces challenges for controller design and system stability analysis, especially within the framework of finite-time stability for heterogeneous MASs. In this study, a double-layer-hierarchical control strategy is developed, which consists of a hierarchical structure comprising two layers. The upper layer incorporates finite-time dynamic cooperative compensators and the lower-level layer implements finite-time tracking controllers. Simulations on general linear heterogeneous MASs and heterogeneous connected vehicles are conducted, validating the effectiveness of the proposed algorithm.

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Publication Details

Journal
IEEE Transactions on Network Science and Engineering
Published
2025-05-28
DOI
https://doi.org/10.1109/tnse.2025.3574645
Primary Topic
Distributed Control Multi-Agent Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

A Double-Layer Hierarchical Finite-Time Output Consensus Tracking Protocol for Heterogeneous Multi-Agent Systems With an Active Leader

Changkun Du, Haikuo Liu, Zhen Li, Peng Shi et al.
IEEE Transactions on Network Science and Engineering
Distributed Control Multi-Agent Systems
article

A Double-Layer Hierarchical Finite-Time Output Consensus Tracking Protocol for Heterogeneous Multi-Agent Systems With an Active Leader

Changkun Du, Haikuo Liu, Zhen Li, Peng Shi, Samson S. Yu
article en

Abstract

Addressed in this paper is the finite-time output consensus tracking (FOCT) problem for general linear heterogeneous multi-agent systems (MASs) with an active leader. Unlike most existing results with a zero-input leader, the active leader under consideration is subject to a bounded non-zero control input. This enables the MASs to accommodate practical tasks and achieve desirable performance, such as tracking sophisticated and various trajectories, interacting with humans and tracking manned vehicles. Despite these advantages, the presence of an active leader introduces challenges for controller design and system stability analysis, especially within the framework of finite-time stability for heterogeneous MASs. In this study, a double-layer-hierarchical control strategy is developed, which consists of a hierarchical structure comprising two layers. The upper layer incorporates finite-time dynamic cooperative compensators and the lower-level layer implements finite-time tracking controllers. Simulations on general linear heterogeneous MASs and heterogeneous connected vehicles are conducted, validating the effectiveness of the proposed algorithm.

IEEE Transactions on Network Science and EngineeringVol. 12(6)
Beijing Institute of Technology (CN), Deakin University (AU), China Aerospace Science and Industry Corporation (China) (CN), The University of Adelaide (AU)
Openalex Percentile: Top 88%
Distributed Control Multi-Agent Systems
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A Double-Layer Hierarchical Finite-Time Output Consensus Tracking Protocol for Heterogeneous Multi-Agent Systems With an Active Leader — Changkun Du, Haikuo Liu, et al. · IEEE Transactions on Network Science and Engineering (2025) | TGRS Research Map | TGRS