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Cargo capture and transport by colloidal swarms
Controlling active colloidal particle swarms could enable useful microscopic functions in emerging applications at the interface of nanotechnology and robotics. Here, we present a computational study of controlling self-propelled colloidal particle propulsion speeds to cooperatively capture and tran...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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American Association for the Advancement of Science
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6981086/ https://www.ncbi.nlm.nih.gov/pubmed/32042903 http://dx.doi.org/10.1126/sciadv.aay7679 |
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author | Yang, Yuguang Bevan, Michael A. |
author_facet | Yang, Yuguang Bevan, Michael A. |
author_sort | Yang, Yuguang |
collection | PubMed |
description | Controlling active colloidal particle swarms could enable useful microscopic functions in emerging applications at the interface of nanotechnology and robotics. Here, we present a computational study of controlling self-propelled colloidal particle propulsion speeds to cooperatively capture and transport cargo particles, which otherwise produce random dispersions. By sensing swarm and cargo coordinates, each particle’s speed is actuated according to a control policy based on multiagent assignment and path planning strategies that navigate stochastic particle trajectories to targets around cargo. Colloidal swarms are shown to dynamically cage cargo at their center via inward radial forces while simultaneously translating via directional forces. Speed, power, and efficiency of swarm tasks display emergent coupled dependences on swarm size and pair interactions and approach asymptotic limits indicating near-optimal performance. This scheme exploits unique interactions and stochastic dynamics in colloidal swarms to capture and transport microscopic cargo in a robust, stable, error-tolerant, and dynamic manner. |
format | Online Article Text |
id | pubmed-6981086 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | American Association for the Advancement of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-69810862020-02-10 Cargo capture and transport by colloidal swarms Yang, Yuguang Bevan, Michael A. Sci Adv Research Articles Controlling active colloidal particle swarms could enable useful microscopic functions in emerging applications at the interface of nanotechnology and robotics. Here, we present a computational study of controlling self-propelled colloidal particle propulsion speeds to cooperatively capture and transport cargo particles, which otherwise produce random dispersions. By sensing swarm and cargo coordinates, each particle’s speed is actuated according to a control policy based on multiagent assignment and path planning strategies that navigate stochastic particle trajectories to targets around cargo. Colloidal swarms are shown to dynamically cage cargo at their center via inward radial forces while simultaneously translating via directional forces. Speed, power, and efficiency of swarm tasks display emergent coupled dependences on swarm size and pair interactions and approach asymptotic limits indicating near-optimal performance. This scheme exploits unique interactions and stochastic dynamics in colloidal swarms to capture and transport microscopic cargo in a robust, stable, error-tolerant, and dynamic manner. American Association for the Advancement of Science 2020-01-24 /pmc/articles/PMC6981086/ /pubmed/32042903 http://dx.doi.org/10.1126/sciadv.aay7679 Text en Copyright © 2020 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC). http://creativecommons.org/licenses/by-nc/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial license (http://creativecommons.org/licenses/by-nc/4.0/) , which permits use, distribution, and reproduction in any medium, so long as the resultant use is not for commercial advantage and provided the original work is properly cited. |
spellingShingle | Research Articles Yang, Yuguang Bevan, Michael A. Cargo capture and transport by colloidal swarms |
title | Cargo capture and transport by colloidal swarms |
title_full | Cargo capture and transport by colloidal swarms |
title_fullStr | Cargo capture and transport by colloidal swarms |
title_full_unstemmed | Cargo capture and transport by colloidal swarms |
title_short | Cargo capture and transport by colloidal swarms |
title_sort | cargo capture and transport by colloidal swarms |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6981086/ https://www.ncbi.nlm.nih.gov/pubmed/32042903 http://dx.doi.org/10.1126/sciadv.aay7679 |
work_keys_str_mv | AT yangyuguang cargocaptureandtransportbycolloidalswarms AT bevanmichaela cargocaptureandtransportbycolloidalswarms |