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Optimization of Power Utilization in Multimobile Robot Foraging Behavior Inspired by Honeybees System
Deploying large numbers of mobile robots which can interact with each other produces swarm intelligent behavior. However, mobile robots are normally running with finite energy resource, supplied from finite battery. The limitation of energy resource required human intervention for recharging the bat...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4033562/ https://www.ncbi.nlm.nih.gov/pubmed/24949491 http://dx.doi.org/10.1155/2014/153162 |
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author | Ahmad, Faisul Arif Ramli, Abd Rahman Samsudin, Khairulmizam Hashim, Shaiful Jahari |
author_facet | Ahmad, Faisul Arif Ramli, Abd Rahman Samsudin, Khairulmizam Hashim, Shaiful Jahari |
author_sort | Ahmad, Faisul Arif |
collection | PubMed |
description | Deploying large numbers of mobile robots which can interact with each other produces swarm intelligent behavior. However, mobile robots are normally running with finite energy resource, supplied from finite battery. The limitation of energy resource required human intervention for recharging the batteries. The sharing information among the mobile robots would be one of the potentials to overcome the limitation on previously recharging system. A new approach is proposed based on integrated intelligent system inspired by foraging of honeybees applied to multimobile robot scenario. This integrated approach caters for both working and foraging stages for known/unknown power station locations. Swarm mobile robot inspired by honeybee is simulated to explore and identify the power station for battery recharging. The mobile robots will share the location information of the power station with each other. The result showed that mobile robots consume less energy and less time when they are cooperating with each other for foraging process. The optimizing of foraging behavior would result in the mobile robots spending more time to do real work. |
format | Online Article Text |
id | pubmed-4033562 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-40335622014-06-19 Optimization of Power Utilization in Multimobile Robot Foraging Behavior Inspired by Honeybees System Ahmad, Faisul Arif Ramli, Abd Rahman Samsudin, Khairulmizam Hashim, Shaiful Jahari ScientificWorldJournal Research Article Deploying large numbers of mobile robots which can interact with each other produces swarm intelligent behavior. However, mobile robots are normally running with finite energy resource, supplied from finite battery. The limitation of energy resource required human intervention for recharging the batteries. The sharing information among the mobile robots would be one of the potentials to overcome the limitation on previously recharging system. A new approach is proposed based on integrated intelligent system inspired by foraging of honeybees applied to multimobile robot scenario. This integrated approach caters for both working and foraging stages for known/unknown power station locations. Swarm mobile robot inspired by honeybee is simulated to explore and identify the power station for battery recharging. The mobile robots will share the location information of the power station with each other. The result showed that mobile robots consume less energy and less time when they are cooperating with each other for foraging process. The optimizing of foraging behavior would result in the mobile robots spending more time to do real work. Hindawi Publishing Corporation 2014 2014-05-07 /pmc/articles/PMC4033562/ /pubmed/24949491 http://dx.doi.org/10.1155/2014/153162 Text en Copyright © 2014 Faisul Arif Ahmad et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Ahmad, Faisul Arif Ramli, Abd Rahman Samsudin, Khairulmizam Hashim, Shaiful Jahari Optimization of Power Utilization in Multimobile Robot Foraging Behavior Inspired by Honeybees System |
title | Optimization of Power Utilization in Multimobile Robot Foraging Behavior Inspired by Honeybees System |
title_full | Optimization of Power Utilization in Multimobile Robot Foraging Behavior Inspired by Honeybees System |
title_fullStr | Optimization of Power Utilization in Multimobile Robot Foraging Behavior Inspired by Honeybees System |
title_full_unstemmed | Optimization of Power Utilization in Multimobile Robot Foraging Behavior Inspired by Honeybees System |
title_short | Optimization of Power Utilization in Multimobile Robot Foraging Behavior Inspired by Honeybees System |
title_sort | optimization of power utilization in multimobile robot foraging behavior inspired by honeybees system |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4033562/ https://www.ncbi.nlm.nih.gov/pubmed/24949491 http://dx.doi.org/10.1155/2014/153162 |
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