Cargando…
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...
Autores principales: | , |
---|---|
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 |
_version_ | 1783363119101247488 |
---|---|
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. |
format | Online Article Text |
id | pubmed-6187932 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT lethithuynga themultitaskingsystemofswarmrobotbasedonnullspacebehavioralcontrolcombinedwithfuzzylogic AT nguyentrongthang themultitaskingsystemofswarmrobotbasedonnullspacebehavioralcontrolcombinedwithfuzzylogic AT lethithuynga multitaskingsystemofswarmrobotbasedonnullspacebehavioralcontrolcombinedwithfuzzylogic AT nguyentrongthang multitaskingsystemofswarmrobotbasedonnullspacebehavioralcontrolcombinedwithfuzzylogic |