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The Multitasking System of Swarm Robot based on Null-Space-Behavioral Control Combined with Fuzzy Logic

A swarm robot is a collection of large numbers of simple robots used to perform complex tasks that a single robot cannot perform or only perform ineffectively. The swarm robot works successfully only when the cooperation mechanism among individual robots is satisfied. The cooperation mechanism studi...

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Detalles Bibliográficos
Autores principales: Le Thi Thuy, Nga, Nguyen Trong, Thang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6187932/
https://www.ncbi.nlm.nih.gov/pubmed/30400547
http://dx.doi.org/10.3390/mi8120357
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author Le Thi Thuy, Nga
Nguyen Trong, Thang
author_facet Le Thi Thuy, Nga
Nguyen Trong, Thang
author_sort Le Thi Thuy, Nga
collection PubMed
description A swarm robot is a collection of large numbers of simple robots used to perform complex tasks that a single robot cannot perform or only perform ineffectively. The swarm robot works successfully only when the cooperation mechanism among individual robots is satisfied. The cooperation mechanism studied in this article ensures the formation and the distance between each pair of individual robots while moving to their destination while avoiding obstacles. The solved problems in this article include; controlling the suction/thrust force between each pair of individual robots in the swarm based on the fuzzy logic structure of the Singer-Input-Singer-Output under Mamdani law; demonstrating the stability of the system based on the Lyapunov theory; and applying control to the multitasking system of the swarm robot based on Null-Space-Behavioral control. Finally, the simulation results make certain that all the individual robots assemble after moving and avoid obstacles.
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spelling pubmed-61879322018-11-01 The Multitasking System of Swarm Robot based on Null-Space-Behavioral Control Combined with Fuzzy Logic Le Thi Thuy, Nga Nguyen Trong, Thang Micromachines (Basel) Article A swarm robot is a collection of large numbers of simple robots used to perform complex tasks that a single robot cannot perform or only perform ineffectively. The swarm robot works successfully only when the cooperation mechanism among individual robots is satisfied. The cooperation mechanism studied in this article ensures the formation and the distance between each pair of individual robots while moving to their destination while avoiding obstacles. The solved problems in this article include; controlling the suction/thrust force between each pair of individual robots in the swarm based on the fuzzy logic structure of the Singer-Input-Singer-Output under Mamdani law; demonstrating the stability of the system based on the Lyapunov theory; and applying control to the multitasking system of the swarm robot based on Null-Space-Behavioral control. Finally, the simulation results make certain that all the individual robots assemble after moving and avoid obstacles. MDPI 2017-12-09 /pmc/articles/PMC6187932/ /pubmed/30400547 http://dx.doi.org/10.3390/mi8120357 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Le Thi Thuy, Nga
Nguyen Trong, Thang
The Multitasking System of Swarm Robot based on Null-Space-Behavioral Control Combined with Fuzzy Logic
title The Multitasking System of Swarm Robot based on Null-Space-Behavioral Control Combined with Fuzzy Logic
title_full The Multitasking System of Swarm Robot based on Null-Space-Behavioral Control Combined with Fuzzy Logic
title_fullStr The Multitasking System of Swarm Robot based on Null-Space-Behavioral Control Combined with Fuzzy Logic
title_full_unstemmed The Multitasking System of Swarm Robot based on Null-Space-Behavioral Control Combined with Fuzzy Logic
title_short The Multitasking System of Swarm Robot based on Null-Space-Behavioral Control Combined with Fuzzy Logic
title_sort multitasking system of swarm robot based on null-space-behavioral control combined with fuzzy logic
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6187932/
https://www.ncbi.nlm.nih.gov/pubmed/30400547
http://dx.doi.org/10.3390/mi8120357
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