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Adaptive Algorithm for Optimal Route Configuration in Multi-Hop Wireless Sensor Network

Wireless Sensor Networks (WSNs) are best solutions for numerous aspects of engineering applications such as monitoring, control and surveillance of electrical plant amongst others. Autonomously, sensors will communicate with each other, collaborate, share and forward information in a multi-hop fashi...

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Main Authors: Shabani, Hikma, Ahmed Mohamed, Ahmed Haidar, Norhuzaimin, Julai, Musse, Mohamud Ahmed, Hoole, P.R.P., Marai, Majdi
Format: Article
Language:English
Published: International Science Press 2017
Subjects:
QA75 Electronic computers. Computer science
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://ir.unimas.my/id/eprint/25255/1/Shabani.pdf
http://ir.unimas.my/id/eprint/25255/
http://www.serialspublications.com/journals/journal-detail.php?jid=258
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spelling my.unimas.ir.252552023-08-07T02:17:33Z http://ir.unimas.my/id/eprint/25255/ Adaptive Algorithm for Optimal Route Configuration in Multi-Hop Wireless Sensor Network Shabani, Hikma Ahmed Mohamed, Ahmed Haidar Norhuzaimin, Julai Musse, Mohamud Ahmed Hoole, P.R.P. Marai, Majdi QA75 Electronic computers. Computer science TK Electrical engineering. Electronics Nuclear engineering Wireless Sensor Networks (WSNs) are best solutions for numerous aspects of engineering applications such as monitoring, control and surveillance of electrical plant amongst others. Autonomously, sensors will communicate with each other, collaborate, share and forward information in a multi-hop fashion without any centralized controller. To gather relevant data, the route optimization mechanism is used to solve the long routing problem and provide the shortest path amongst communicating nodes. Thus, this shortest path criterion is not suitable for WSN as it may lead to power drainage of several nodes and may cause high signaling and processing costs due to the network reconstruction. This paper proposes an optimal route configuration technique based on an adaptive genetic algorithm in which the architecture of multi-hop wireless sensor network is considered as a distributed computing infrastructure. The obtained results show that the proposed algorithm provides an optimal route configuration with the best performance in terms of evaluating the covered distance, packet loss and time delay. International Science Press 2017 Article PeerReviewed text en http://ir.unimas.my/id/eprint/25255/1/Shabani.pdf Shabani, Hikma and Ahmed Mohamed, Ahmed Haidar and Norhuzaimin, Julai and Musse, Mohamud Ahmed and Hoole, P.R.P. and Marai, Majdi (2017) Adaptive Algorithm for Optimal Route Configuration in Multi-Hop Wireless Sensor Network. International Journal of Control Theory and Applications, 10 (16). pp. 267-275. ISSN 0974-5572 http://www.serialspublications.com/journals/journal-detail.php?jid=258
institution Universiti Malaysia Sarawak
building Centre for Academic Information Services (CAIS)
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sarawak
content_source UNIMAS Institutional Repository
url_provider http://ir.unimas.my/
language English
topic QA75 Electronic computers. Computer science
TK Electrical engineering. Electronics Nuclear engineering
spellingShingle QA75 Electronic computers. Computer science
TK Electrical engineering. Electronics Nuclear engineering
Shabani, Hikma
Ahmed Mohamed, Ahmed Haidar
Norhuzaimin, Julai
Musse, Mohamud Ahmed
Hoole, P.R.P.
Marai, Majdi
Adaptive Algorithm for Optimal Route Configuration in Multi-Hop Wireless Sensor Network
description Wireless Sensor Networks (WSNs) are best solutions for numerous aspects of engineering applications such as monitoring, control and surveillance of electrical plant amongst others. Autonomously, sensors will communicate with each other, collaborate, share and forward information in a multi-hop fashion without any centralized controller. To gather relevant data, the route optimization mechanism is used to solve the long routing problem and provide the shortest path amongst communicating nodes. Thus, this shortest path criterion is not suitable for WSN as it may lead to power drainage of several nodes and may cause high signaling and processing costs due to the network reconstruction. This paper proposes an optimal route configuration technique based on an adaptive genetic algorithm in which the architecture of multi-hop wireless sensor network is considered as a distributed computing infrastructure. The obtained results show that the proposed algorithm provides an optimal route configuration with the best performance in terms of evaluating the covered distance, packet loss and time delay.
format Article
author Shabani, Hikma
Ahmed Mohamed, Ahmed Haidar
Norhuzaimin, Julai
Musse, Mohamud Ahmed
Hoole, P.R.P.
Marai, Majdi
author_facet Shabani, Hikma
Ahmed Mohamed, Ahmed Haidar
Norhuzaimin, Julai
Musse, Mohamud Ahmed
Hoole, P.R.P.
Marai, Majdi
author_sort Shabani, Hikma
title Adaptive Algorithm for Optimal Route Configuration in Multi-Hop Wireless Sensor Network
title_short Adaptive Algorithm for Optimal Route Configuration in Multi-Hop Wireless Sensor Network
title_full Adaptive Algorithm for Optimal Route Configuration in Multi-Hop Wireless Sensor Network
title_fullStr Adaptive Algorithm for Optimal Route Configuration in Multi-Hop Wireless Sensor Network
title_full_unstemmed Adaptive Algorithm for Optimal Route Configuration in Multi-Hop Wireless Sensor Network
title_sort adaptive algorithm for optimal route configuration in multi-hop wireless sensor network
publisher International Science Press
publishDate 2017
url http://ir.unimas.my/id/eprint/25255/1/Shabani.pdf
http://ir.unimas.my/id/eprint/25255/
http://www.serialspublications.com/journals/journal-detail.php?jid=258
_version_ 1773547884283691008
score 13.211869

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