Time‐varying output group formation‐containment tracking control for heterogeneous multi‐agent system.

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Title: Time‐varying output group formation‐containment tracking control for heterogeneous multi‐agent system.
Authors: Han, Nani1 (AUTHOR) hannani@yeah.net, Zhang, Keer1 (AUTHOR), Zhao, Li1 (AUTHOR)
Source: Asian Journal of Control. Mar2025, Vol. 27 Issue 2, p578-592. 15p.
Subjects: Group formation, Control groups
Abstract: The time‐varying output group formation‐containment tracking (TVOGFCT) problem of discrete‐time heterogeneous multi‐agent system (MAS) is investigated in this paper. Assuming the MAS consists of multiple tracking leaders, formation leaders, and followers, and all the agents are divided into several groups. Firstly, to estimate the convex combination of tracking leaders in the same group, the distributed observers are designed for the formation leaders, and the observer‐based formation tracking protocols are also presented to make formation leaders realize the desired time‐varying group formation while tracking the convex combination of tracking leaders. Then, two types of observers are proposed to estimate the convex combination of tracking information and formation functions, based on which the containment tracking protocols are designed for the followers of each group. By using output regulation theory and Lyapunov theory, it is illustrated that the designed protocols can make the MAS realize TVOGFCT. Finally, the simulation results prove the correctness of the theoretical analysis. [ABSTRACT FROM AUTHOR]
Copyright of Asian Journal of Control is the property of Wiley-Blackwell and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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  Label: Title
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  Data: Time‐varying output group formation‐containment tracking control for heterogeneous multi‐agent system.
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  Data: <searchLink fieldCode="AR" term="%22Han%2C+Nani%22">Han, Nani</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> hannani@yeah.net</i><br /><searchLink fieldCode="AR" term="%22Zhang%2C+Keer%22">Zhang, Keer</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zhao%2C+Li%22">Zhao, Li</searchLink><relatesTo>1</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22Asian+Journal+of+Control%22">Asian Journal of Control</searchLink>. Mar2025, Vol. 27 Issue 2, p578-592. 15p.
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  Data: <searchLink fieldCode="DE" term="%22Group+formation%22">Group formation</searchLink><br /><searchLink fieldCode="DE" term="%22Control+groups%22">Control groups</searchLink>
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  Label: Abstract
  Group: Ab
  Data: The time‐varying output group formation‐containment tracking (TVOGFCT) problem of discrete‐time heterogeneous multi‐agent system (MAS) is investigated in this paper. Assuming the MAS consists of multiple tracking leaders, formation leaders, and followers, and all the agents are divided into several groups. Firstly, to estimate the convex combination of tracking leaders in the same group, the distributed observers are designed for the formation leaders, and the observer‐based formation tracking protocols are also presented to make formation leaders realize the desired time‐varying group formation while tracking the convex combination of tracking leaders. Then, two types of observers are proposed to estimate the convex combination of tracking information and formation functions, based on which the containment tracking protocols are designed for the followers of each group. By using output regulation theory and Lyapunov theory, it is illustrated that the designed protocols can make the MAS realize TVOGFCT. Finally, the simulation results prove the correctness of the theoretical analysis. [ABSTRACT FROM AUTHOR]
– Name: AbstractSuppliedCopyright
  Label:
  Group: Ab
  Data: <i>Copyright of Asian Journal of Control is the property of Wiley-Blackwell and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.1002/asjc.3456
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      – Code: eng
        Text: English
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        PageCount: 15
        StartPage: 578
    Subjects:
      – SubjectFull: Group formation
        Type: general
      – SubjectFull: Control groups
        Type: general
    Titles:
      – TitleFull: Time‐varying output group formation‐containment tracking control for heterogeneous multi‐agent system.
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            NameFull: Han, Nani
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            NameFull: Zhang, Keer
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            NameFull: Zhao, Li
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            – D: 01
              M: 03
              Text: Mar2025
              Type: published
              Y: 2025
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              Value: 27
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            – TitleFull: Asian Journal of Control
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