Reliability-constrained routing for traffic load balancing in Wireless Sensor Networks

In recent years, a notable progress has been observed in the field of Wireless Sensor Networks (WSNs) due to their enormous number of applications. In this paper, a routing problem has been considered in a static WSN. Traditionally, routing mechanisms are based on a single objective optimisation fun...

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Main Authors: Chughtai, O., Badruddin, N., Awang, A., Rehan, M.
Format: Conference or Workshop Item
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-eprints.32166 /
Published: IEEE Computer Society 2014
Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84906330411&doi=10.1109%2fICIAS.2014.6869503&partnerID=40&md5=82fd2928e8c2a8408d184a076bfaee71
http://eprints.utp.edu.my/32166/
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spelling utp-eprints.321662022-03-29T05:00:41Z Reliability-constrained routing for traffic load balancing in Wireless Sensor Networks Chughtai, O. Badruddin, N. Awang, A. Rehan, M. In recent years, a notable progress has been observed in the field of Wireless Sensor Networks (WSNs) due to their enormous number of applications. In this paper, a routing problem has been considered in a static WSN. Traditionally, routing mechanisms are based on a single objective optimisation function, e.g., the cost in terms of distance to find the shortest End-to-End (ETE) path from a source (S) to a destination (D). This behaviour may not be appropriate for long term reliable communication. We have considered a reliability-constrained multi-objective optimisation problem that implicitly captures the traffic load based on the Packet Delivery Ratio (PDR) along with the hop-count. The proposed technique selects an optimum ETE reliable path. The reliability is achieved by selecting the nodes with least congestion along the path from S to D that eventually balance the traffic load in the network. The result shows that the PDR and the hop count have a significant impact to select the best reliable ETE path. © 2014 IEEE. IEEE Computer Society 2014 Conference or Workshop Item NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-84906330411&doi=10.1109%2fICIAS.2014.6869503&partnerID=40&md5=82fd2928e8c2a8408d184a076bfaee71 Chughtai, O. and Badruddin, N. and Awang, A. and Rehan, M. (2014) Reliability-constrained routing for traffic load balancing in Wireless Sensor Networks. In: UNSPECIFIED. http://eprints.utp.edu.my/32166/
institution Universiti Teknologi Petronas
collection UTP Institutional Repository
description In recent years, a notable progress has been observed in the field of Wireless Sensor Networks (WSNs) due to their enormous number of applications. In this paper, a routing problem has been considered in a static WSN. Traditionally, routing mechanisms are based on a single objective optimisation function, e.g., the cost in terms of distance to find the shortest End-to-End (ETE) path from a source (S) to a destination (D). This behaviour may not be appropriate for long term reliable communication. We have considered a reliability-constrained multi-objective optimisation problem that implicitly captures the traffic load based on the Packet Delivery Ratio (PDR) along with the hop-count. The proposed technique selects an optimum ETE reliable path. The reliability is achieved by selecting the nodes with least congestion along the path from S to D that eventually balance the traffic load in the network. The result shows that the PDR and the hop count have a significant impact to select the best reliable ETE path. © 2014 IEEE.
format Conference or Workshop Item
author Chughtai, O.
Badruddin, N.
Awang, A.
Rehan, M.
spellingShingle Chughtai, O.
Badruddin, N.
Awang, A.
Rehan, M.
Reliability-constrained routing for traffic load balancing in Wireless Sensor Networks
author_sort Chughtai, O.
title Reliability-constrained routing for traffic load balancing in Wireless Sensor Networks
title_short Reliability-constrained routing for traffic load balancing in Wireless Sensor Networks
title_full Reliability-constrained routing for traffic load balancing in Wireless Sensor Networks
title_fullStr Reliability-constrained routing for traffic load balancing in Wireless Sensor Networks
title_full_unstemmed Reliability-constrained routing for traffic load balancing in Wireless Sensor Networks
title_sort reliability-constrained routing for traffic load balancing in wireless sensor networks
publisher IEEE Computer Society
publishDate 2014
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-84906330411&doi=10.1109%2fICIAS.2014.6869503&partnerID=40&md5=82fd2928e8c2a8408d184a076bfaee71
http://eprints.utp.edu.my/32166/
_version_ 1741197695730581504
score 11.62408

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