Coordinated motions of multiple robotic manipulators with matrix-weighted network

Abstract This paper addresses coordinated problem of uncertain robotic manipulators with matrix-weighted network. Given interconnections between agents are weighted by nonnegative definite matrices, we present a sufficient and necessary condition about zero eigenvalues of matrix-weighted Laplacian a...

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Main Authors: Liyun Zhao, Yan Ren, Rui Wang
Format: Article
Language:English
Published: Nature Portfolio 2022-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-15939-4
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author Liyun Zhao
Yan Ren
Rui Wang
author_facet Liyun Zhao
Yan Ren
Rui Wang
author_sort Liyun Zhao
collection DOAJ
description Abstract This paper addresses coordinated problem of uncertain robotic manipulators with matrix-weighted network. Given interconnections between agents are weighted by nonnegative definite matrices, we present a sufficient and necessary condition about zero eigenvalues of matrix-weighted Laplacian and types of coordinated behaviors for multiple agents. Based on the condition, two novel control schemes are proposed for the networked robots by introducing matrix-weighted network. We employ the decomposition approach and Lyapunov-like approach to show coordinated motions of the networked system, and demonstrate that the proposed controls are capable of ensuring the robotic agents reach complete/cluster consensus and complete/cluster synchronization. Finally, some numerical examples and simulations demonstrate the obtained theoretical results.
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spelling doaj.art-f8885e2596574ad88c4aac86b949b1962022-12-22T00:42:41ZengNature PortfolioScientific Reports2045-23222022-07-0112111310.1038/s41598-022-15939-4Coordinated motions of multiple robotic manipulators with matrix-weighted networkLiyun Zhao0Yan Ren1Rui Wang2School of Science, Inner Mongolia University of Science and TechnologySchool of Information Engineering, Inner Mongolia University of Science and TechnologySchool of Applied Mathematics, Shanxi University of Finance and EconomicsAbstract This paper addresses coordinated problem of uncertain robotic manipulators with matrix-weighted network. Given interconnections between agents are weighted by nonnegative definite matrices, we present a sufficient and necessary condition about zero eigenvalues of matrix-weighted Laplacian and types of coordinated behaviors for multiple agents. Based on the condition, two novel control schemes are proposed for the networked robots by introducing matrix-weighted network. We employ the decomposition approach and Lyapunov-like approach to show coordinated motions of the networked system, and demonstrate that the proposed controls are capable of ensuring the robotic agents reach complete/cluster consensus and complete/cluster synchronization. Finally, some numerical examples and simulations demonstrate the obtained theoretical results.https://doi.org/10.1038/s41598-022-15939-4
spellingShingle Liyun Zhao
Yan Ren
Rui Wang
Coordinated motions of multiple robotic manipulators with matrix-weighted network
Scientific Reports
title Coordinated motions of multiple robotic manipulators with matrix-weighted network
title_full Coordinated motions of multiple robotic manipulators with matrix-weighted network
title_fullStr Coordinated motions of multiple robotic manipulators with matrix-weighted network
title_full_unstemmed Coordinated motions of multiple robotic manipulators with matrix-weighted network
title_short Coordinated motions of multiple robotic manipulators with matrix-weighted network
title_sort coordinated motions of multiple robotic manipulators with matrix weighted network
url https://doi.org/10.1038/s41598-022-15939-4
work_keys_str_mv AT liyunzhao coordinatedmotionsofmultipleroboticmanipulatorswithmatrixweightednetwork
AT yanren coordinatedmotionsofmultipleroboticmanipulatorswithmatrixweightednetwork
AT ruiwang coordinatedmotionsofmultipleroboticmanipulatorswithmatrixweightednetwork