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From animal collective behaviors to swarm robotic cooperation

The collective behaviors of animals, from schooling fish to packing wolves and flocking birds, display plenty of fascinating phenomena that result from simple interaction rules among individuals. The emergent intelligent properties of the animal collective behaviors, such as self-organization, robus...

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Detalles Bibliográficos
Autores principales: Duan, Haibin, Huo, Mengzhen, Fan, Yanming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10089591/
https://www.ncbi.nlm.nih.gov/pubmed/37056435
http://dx.doi.org/10.1093/nsr/nwad040
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author Duan, Haibin
Huo, Mengzhen
Fan, Yanming
author_facet Duan, Haibin
Huo, Mengzhen
Fan, Yanming
author_sort Duan, Haibin
collection PubMed
description The collective behaviors of animals, from schooling fish to packing wolves and flocking birds, display plenty of fascinating phenomena that result from simple interaction rules among individuals. The emergent intelligent properties of the animal collective behaviors, such as self-organization, robustness, adaptability and expansibility, have inspired the design of autonomous unmanned swarm systems. This article reviews several typical natural collective behaviors, introduces the origin and connotation of swarm intelligence, and gives the application case of animal collective behaviors. On this basis, the article focuses on the forefront of progress and bionic achievements of aerial, ground and marine robotics swarms, illustrating the mapping relationship from biological cooperative mechanisms to cooperative unmanned cluster systems. Finally, considering the significance of the coexisting-cooperative-cognitive human-machine system, the key technologies to be solved are given as the reference directions for the subsequent exploration.
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spelling pubmed-100895912023-04-12 From animal collective behaviors to swarm robotic cooperation Duan, Haibin Huo, Mengzhen Fan, Yanming Natl Sci Rev REVIEW The collective behaviors of animals, from schooling fish to packing wolves and flocking birds, display plenty of fascinating phenomena that result from simple interaction rules among individuals. The emergent intelligent properties of the animal collective behaviors, such as self-organization, robustness, adaptability and expansibility, have inspired the design of autonomous unmanned swarm systems. This article reviews several typical natural collective behaviors, introduces the origin and connotation of swarm intelligence, and gives the application case of animal collective behaviors. On this basis, the article focuses on the forefront of progress and bionic achievements of aerial, ground and marine robotics swarms, illustrating the mapping relationship from biological cooperative mechanisms to cooperative unmanned cluster systems. Finally, considering the significance of the coexisting-cooperative-cognitive human-machine system, the key technologies to be solved are given as the reference directions for the subsequent exploration. Oxford University Press 2023-02-16 /pmc/articles/PMC10089591/ /pubmed/37056435 http://dx.doi.org/10.1093/nsr/nwad040 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of China Science Publishing & Media Ltd. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle REVIEW
Duan, Haibin
Huo, Mengzhen
Fan, Yanming
From animal collective behaviors to swarm robotic cooperation
title From animal collective behaviors to swarm robotic cooperation
title_full From animal collective behaviors to swarm robotic cooperation
title_fullStr From animal collective behaviors to swarm robotic cooperation
title_full_unstemmed From animal collective behaviors to swarm robotic cooperation
title_short From animal collective behaviors to swarm robotic cooperation
title_sort from animal collective behaviors to swarm robotic cooperation
topic REVIEW
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10089591/
https://www.ncbi.nlm.nih.gov/pubmed/37056435
http://dx.doi.org/10.1093/nsr/nwad040
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