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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...

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Detalles Bibliográficos
Autores principales: Ahmad, Faisul Arif, Ramli, Abd Rahman, Samsudin, Khairulmizam, Hashim, Shaiful Jahari
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
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.
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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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