ElePSO: energy aware elephant swarm optimization for Mobile Adhoc Network

The high pace increase in wireless mobile communication based applications have made Mobile Adhoc Network (MANET) an essential communication paradigm to ensure Quality of Service (QoS) provisioning. MANET characterizes itself with its decentralized network establishment nature and architectural dyna...

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Main Authors:	Khan, Burhan ul Islam, Olanrewaju, Rashidah Funke, Ali , Nor'ashikin, Shah, Asadullah
Format:	Article
Language:	English
Published:	penseejournal.com 2014
Subjects:	TA Engineering (General). Civil engineering (General)
Online Access:	http://irep.iium.edu.my/36536/ http://irep.iium.edu.my/36536/ http://irep.iium.edu.my/36536/1/ElePSO_Energy_Aware_Elephant_Swarm_Optimization_for_Mobile_Adhoc_Network.pdf

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spelling	iium-365362018-06-12T03:17:02Z http://irep.iium.edu.my/36536/ ElePSO: energy aware elephant swarm optimization for Mobile Adhoc Network Khan, Burhan ul Islam Olanrewaju, Rashidah Funke Ali , Nor'ashikin Shah, Asadullah TA Engineering (General). Civil engineering (General) The high pace increase in wireless mobile communication based applications have made Mobile Adhoc Network (MANET) an essential communication paradigm to ensure Quality of Service (QoS) provisioning. MANET characterizes itself with its decentralized network establishment nature and architectural dynamicity. The predominant QoS parameters in MANETs are end-to-end delay, network throughput, overheads, network life time and others. The mobility and the lack of optimum resource sharing mechanism cause the QoS degradation in MANETs. The lifespan of any node deployed in Adhoc network is in proportion with the associated level of components and functions. Data drop and successive data regeneration also cause the exhaustion of energy in MANETs, resulting into reduced network lifetime. To achieve optimum resource sharing and energy conservation, in this paper a hybrid cross layered MAC optimization scheme has been developed for MANET’s real time applications. Specifically an optimization approach based on Elephant swarm behaviour named ElePSO has been proposed to optimize the node life time and throughput. As, CSMA/CA protocol is not effective for multihop data transmissions, so the proposed ElePSO scheme has been incorporated with TDMA-MAC to ensure energy aware communication. Simulation results show that the proposed ElePSO outperforms other bio-inspired optimization techniques like (Particle Swarm Optimization) PSO and (Ant Colony Optimization) ACO. ElePSO exhibits 73.56% higher active nodes as compared to PSO and while bearing36.6% lower communication overhead. Keywords: MANETs, Cross layering, PSO, ACO, TDMA-MAC, OLSR penseejournal.com 2014-05 Article PeerReviewed application/pdf en http://irep.iium.edu.my/36536/1/ElePSO_Energy_Aware_Elephant_Swarm_Optimization_for_Mobile_Adhoc_Network.pdf Khan, Burhan ul Islam and Olanrewaju, Rashidah Funke and Ali , Nor'ashikin and Shah, Asadullah (2014) ElePSO: energy aware elephant swarm optimization for Mobile Adhoc Network. Pensee Journal, 76 (5). xx-xx. ISSN 0031-4773 (In Press) http://www.penseejournal.com/
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TA Engineering (General). Civil engineering (General)
spellingShingle	TA Engineering (General). Civil engineering (General) Khan, Burhan ul Islam Olanrewaju, Rashidah Funke Ali , Nor'ashikin Shah, Asadullah ElePSO: energy aware elephant swarm optimization for Mobile Adhoc Network
description	The high pace increase in wireless mobile communication based applications have made Mobile Adhoc Network (MANET) an essential communication paradigm to ensure Quality of Service (QoS) provisioning. MANET characterizes itself with its decentralized network establishment nature and architectural dynamicity. The predominant QoS parameters in MANETs are end-to-end delay, network throughput, overheads, network life time and others. The mobility and the lack of optimum resource sharing mechanism cause the QoS degradation in MANETs. The lifespan of any node deployed in Adhoc network is in proportion with the associated level of components and functions. Data drop and successive data regeneration also cause the exhaustion of energy in MANETs, resulting into reduced network lifetime. To achieve optimum resource sharing and energy conservation, in this paper a hybrid cross layered MAC optimization scheme has been developed for MANET’s real time applications. Specifically an optimization approach based on Elephant swarm behaviour named ElePSO has been proposed to optimize the node life time and throughput. As, CSMA/CA protocol is not effective for multihop data transmissions, so the proposed ElePSO scheme has been incorporated with TDMA-MAC to ensure energy aware communication. Simulation results show that the proposed ElePSO outperforms other bio-inspired optimization techniques like (Particle Swarm Optimization) PSO and (Ant Colony Optimization) ACO. ElePSO exhibits 73.56% higher active nodes as compared to PSO and while bearing36.6% lower communication overhead. Keywords: MANETs, Cross layering, PSO, ACO, TDMA-MAC, OLSR
format	Article
author	Khan, Burhan ul Islam Olanrewaju, Rashidah Funke Ali , Nor'ashikin Shah, Asadullah
author_facet	Khan, Burhan ul Islam Olanrewaju, Rashidah Funke Ali , Nor'ashikin Shah, Asadullah
author_sort	Khan, Burhan ul Islam
title	ElePSO: energy aware elephant swarm optimization for Mobile Adhoc Network
title_short	ElePSO: energy aware elephant swarm optimization for Mobile Adhoc Network
title_full	ElePSO: energy aware elephant swarm optimization for Mobile Adhoc Network
title_fullStr	ElePSO: energy aware elephant swarm optimization for Mobile Adhoc Network
title_full_unstemmed	ElePSO: energy aware elephant swarm optimization for Mobile Adhoc Network
title_sort	elepso: energy aware elephant swarm optimization for mobile adhoc network
publisher	penseejournal.com
publishDate	2014
url	http://irep.iium.edu.my/36536/ http://irep.iium.edu.my/36536/ http://irep.iium.edu.my/36536/1/ElePSO_Energy_Aware_Elephant_Swarm_Optimization_for_Mobile_Adhoc_Network.pdf
first_indexed	2023-09-18T20:52:22Z
last_indexed	2023-09-18T20:52:22Z
_version_	1777410079418482688

ElePSO: energy aware elephant swarm optimization for Mobile Adhoc Network

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