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Distributed Averaging Problems of Agriculture Picking Multi-Robot Systems via Sampled Control
Distributed control of agriculture picking multi-robot systems has been widely used in the field of smart agriculture, this paper aims to explore the distributed averaging problems of agriculture picking multi-robot systems under directed communication topologies by taking advantage of the sampled d...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9331186/ https://www.ncbi.nlm.nih.gov/pubmed/35909779 http://dx.doi.org/10.3389/fpls.2022.898183 |
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author | Ma, Fengying Yao, Hui Du, Mingjun Ji, Peng Si, Xiaoan |
author_facet | Ma, Fengying Yao, Hui Du, Mingjun Ji, Peng Si, Xiaoan |
author_sort | Ma, Fengying |
collection | PubMed |
description | Distributed control of agriculture picking multi-robot systems has been widely used in the field of smart agriculture, this paper aims to explore the distributed averaging problems of agriculture picking multi-robot systems under directed communication topologies by taking advantage of the sampled data. With the algebraic graph theory concepts and the matrix theory, a distributed protocol is proposed based on the nearest sampled neighbor information. It is shown that under the proposed protocol, the states of all agents can be guaranteed to reach average consensus whose value is the averaging of the initial states of all agents. Besides, when considering time-delay, the other distributed protocol is constructed, in which a time margin of the time-delay can be determined simultaneously. The necessary and sufficient consensus results can be developed even though the time delay exists. Simulation results are given to demonstrate the effectiveness of our developed consensus results. |
format | Online Article Text |
id | pubmed-9331186 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93311862022-07-29 Distributed Averaging Problems of Agriculture Picking Multi-Robot Systems via Sampled Control Ma, Fengying Yao, Hui Du, Mingjun Ji, Peng Si, Xiaoan Front Plant Sci Plant Science Distributed control of agriculture picking multi-robot systems has been widely used in the field of smart agriculture, this paper aims to explore the distributed averaging problems of agriculture picking multi-robot systems under directed communication topologies by taking advantage of the sampled data. With the algebraic graph theory concepts and the matrix theory, a distributed protocol is proposed based on the nearest sampled neighbor information. It is shown that under the proposed protocol, the states of all agents can be guaranteed to reach average consensus whose value is the averaging of the initial states of all agents. Besides, when considering time-delay, the other distributed protocol is constructed, in which a time margin of the time-delay can be determined simultaneously. The necessary and sufficient consensus results can be developed even though the time delay exists. Simulation results are given to demonstrate the effectiveness of our developed consensus results. Frontiers Media S.A. 2022-07-14 /pmc/articles/PMC9331186/ /pubmed/35909779 http://dx.doi.org/10.3389/fpls.2022.898183 Text en Copyright © 2022 Ma, Yao, Du, Ji and Si. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Ma, Fengying Yao, Hui Du, Mingjun Ji, Peng Si, Xiaoan Distributed Averaging Problems of Agriculture Picking Multi-Robot Systems via Sampled Control |
title | Distributed Averaging Problems of Agriculture Picking Multi-Robot Systems via Sampled Control |
title_full | Distributed Averaging Problems of Agriculture Picking Multi-Robot Systems via Sampled Control |
title_fullStr | Distributed Averaging Problems of Agriculture Picking Multi-Robot Systems via Sampled Control |
title_full_unstemmed | Distributed Averaging Problems of Agriculture Picking Multi-Robot Systems via Sampled Control |
title_short | Distributed Averaging Problems of Agriculture Picking Multi-Robot Systems via Sampled Control |
title_sort | distributed averaging problems of agriculture picking multi-robot systems via sampled control |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9331186/ https://www.ncbi.nlm.nih.gov/pubmed/35909779 http://dx.doi.org/10.3389/fpls.2022.898183 |
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