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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Main Authors: Faisul Arif Ahmad, Abd Rahman Ramli, Khairulmizam Samsudin, Shaiful Jahari Hashim
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:The Scientific World Journal
Online Access:http://dx.doi.org/10.1155/2014/153162
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spelling doaj-7c177cb5d02343869af8065faba727322020-11-25T01:22:57ZengHindawi LimitedThe Scientific World Journal2356-61401537-744X2014-01-01201410.1155/2014/153162153162Optimization of Power Utilization in Multimobile Robot Foraging Behavior Inspired by Honeybees SystemFaisul Arif Ahmad0Abd Rahman Ramli1Khairulmizam Samsudin2Shaiful Jahari Hashim3Department of Computer and Communication Systems Engineering, Faculty of Engineering, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, MalaysiaDepartment of Computer and Communication Systems Engineering, Faculty of Engineering, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, MalaysiaDepartment of Computer and Communication Systems Engineering, Faculty of Engineering, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, MalaysiaDepartment of Computer and Communication Systems Engineering, Faculty of Engineering, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, MalaysiaDeploying 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.http://dx.doi.org/10.1155/2014/153162
collection DOAJ
language English
format Article
sources DOAJ
author Faisul Arif Ahmad
Abd Rahman Ramli
Khairulmizam Samsudin
Shaiful Jahari Hashim
spellingShingle Faisul Arif Ahmad
Abd Rahman Ramli
Khairulmizam Samsudin
Shaiful Jahari Hashim
Optimization of Power Utilization in Multimobile Robot Foraging Behavior Inspired by Honeybees System
The Scientific World Journal
author_facet Faisul Arif Ahmad
Abd Rahman Ramli
Khairulmizam Samsudin
Shaiful Jahari Hashim
author_sort Faisul Arif Ahmad
title 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_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_sort optimization of power utilization in multimobile robot foraging behavior inspired by honeybees system
publisher Hindawi Limited
series The Scientific World Journal
issn 2356-6140
1537-744X
publishDate 2014-01-01
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.
url http://dx.doi.org/10.1155/2014/153162
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AT khairulmizamsamsudin optimizationofpowerutilizationinmultimobilerobotforagingbehaviorinspiredbyhoneybeessystem
AT shaifuljaharihashim optimizationofpowerutilizationinmultimobilerobotforagingbehaviorinspiredbyhoneybeessystem
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