Energy-efficient scalable routing protocol based on ACO for WSNS

Efficient routing is an essential requirement for the design of wireless sensor network (WSN) protocols to overcome inherent challenges and to meet hardware and resource constraints. An energy-efficient scalable routing algorithm based on ant colony optimization (ACO) for WSNs is presented here to f...

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Main Authors:	Sharmin, Afsah, Anwar, Farhat, Motakabber, S. M. A.
Format:	Conference or Workshop Item
Language:	English English
Published:	2019
Subjects:	TK5101 Telecommunication. Including telegraphy, radio, radar, television
Online Access:	http://irep.iium.edu.my/76372/ http://irep.iium.edu.my/76372/ http://irep.iium.edu.my/76372/ http://irep.iium.edu.my/76372/13/76372_Energy-Efficient%20Scalable%20Routing%20_complete.pdf http://irep.iium.edu.my/76372/14/76372_Energy-Efficient%20Scalable%20Routing%20_scopus.pdf

id	iium-76372
recordtype	eprints
spelling	iium-763722020-03-21T05:03:20Z http://irep.iium.edu.my/76372/ Energy-efficient scalable routing protocol based on ACO for WSNS Sharmin, Afsah Anwar, Farhat Motakabber, S. M. A. TK5101 Telecommunication. Including telegraphy, radio, radar, television Efficient routing is an essential requirement for the design of wireless sensor network (WSN) protocols to overcome inherent challenges and to meet hardware and resource constraints. An energy-efficient scalable routing algorithm based on ant colony optimization (ACO) for WSNs is presented here to find the optimal path of data transmission while consuming less energy leading to increase of network’s lifetime. Most of the existing ACO based routing algorithms are designed on the assumption that the sensor nodes and the sinks are stationary and do not consider the overhead of mobility and the current node energy is not considered, which will prompt sudden passing of certain nodes. To overcome the existing problem of accommodating node mobility, reducing initialization time for ant based routing algorithm and to maintain scalability in WSN for time critical applications, an ACO based WSN routing algorithm has been proposed and analyzed in this paper. The proposed algorithm has been simulated and verified utilizing MATLAB. The evaluation results demonstrate that it has reduced energy consumption, almost 50% less consumed energy even with the increasing number of nodes, compared with the traditional ACO and an existing ant-based routing algorithm. Moreover, it increases the nodes’ lifetime and lifetime of the network. 2019-10-31 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/76372/13/76372_Energy-Efficient%20Scalable%20Routing%20_complete.pdf application/pdf en http://irep.iium.edu.my/76372/14/76372_Energy-Efficient%20Scalable%20Routing%20_scopus.pdf Sharmin, Afsah and Anwar, Farhat and Motakabber, S. M. A. (2019) Energy-efficient scalable routing protocol based on ACO for WSNS. In: 7th IEEE International Conference on Mechatronics Engineering - ICOM'19, 30th-31st October 2019, Putrajaya. (Unpublished) http://www.iium.edu.my/icom/ Paper ID:67
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	TK5101 Telecommunication. Including telegraphy, radio, radar, television
spellingShingle	TK5101 Telecommunication. Including telegraphy, radio, radar, television Sharmin, Afsah Anwar, Farhat Motakabber, S. M. A. Energy-efficient scalable routing protocol based on ACO for WSNS
description	Efficient routing is an essential requirement for the design of wireless sensor network (WSN) protocols to overcome inherent challenges and to meet hardware and resource constraints. An energy-efficient scalable routing algorithm based on ant colony optimization (ACO) for WSNs is presented here to find the optimal path of data transmission while consuming less energy leading to increase of network’s lifetime. Most of the existing ACO based routing algorithms are designed on the assumption that the sensor nodes and the sinks are stationary and do not consider the overhead of mobility and the current node energy is not considered, which will prompt sudden passing of certain nodes. To overcome the existing problem of accommodating node mobility, reducing initialization time for ant based routing algorithm and to maintain scalability in WSN for time critical applications, an ACO based WSN routing algorithm has been proposed and analyzed in this paper. The proposed algorithm has been simulated and verified utilizing MATLAB. The evaluation results demonstrate that it has reduced energy consumption, almost 50% less consumed energy even with the increasing number of nodes, compared with the traditional ACO and an existing ant-based routing algorithm. Moreover, it increases the nodes’ lifetime and lifetime of the network.
format	Conference or Workshop Item
author	Sharmin, Afsah Anwar, Farhat Motakabber, S. M. A.
author_facet	Sharmin, Afsah Anwar, Farhat Motakabber, S. M. A.
author_sort	Sharmin, Afsah
title	Energy-efficient scalable routing protocol based on ACO for WSNS
title_short	Energy-efficient scalable routing protocol based on ACO for WSNS
title_full	Energy-efficient scalable routing protocol based on ACO for WSNS
title_fullStr	Energy-efficient scalable routing protocol based on ACO for WSNS
title_full_unstemmed	Energy-efficient scalable routing protocol based on ACO for WSNS
title_sort	energy-efficient scalable routing protocol based on aco for wsns
publishDate	2019
url	http://irep.iium.edu.my/76372/ http://irep.iium.edu.my/76372/ http://irep.iium.edu.my/76372/ http://irep.iium.edu.my/76372/13/76372_Energy-Efficient%20Scalable%20Routing%20_complete.pdf http://irep.iium.edu.my/76372/14/76372_Energy-Efficient%20Scalable%20Routing%20_scopus.pdf
first_indexed	2023-09-18T21:47:56Z
last_indexed	2023-09-18T21:47:56Z
_version_	1777413575535493120

Energy-efficient scalable routing protocol based on ACO for WSNS

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