Please use this identifier to cite or link to this item: https://doi.org/10.1109/TII.2013.2273739
Title: Real-time implementation of a harmony search algorithm-based clustering protocol for energy-efficient wireless sensor networks
Authors: Hoang, D.C.
Yadav, P. 
Kumar, R. 
Panda, S.K.
Keywords: Cluster-based protocol
harmony search (HS)
meta-heuristic
tinyOS
wireless sensor networks (WSNs)
Issue Date: 2014
Source: Hoang, D.C., Yadav, P., Kumar, R., Panda, S.K. (2014). Real-time implementation of a harmony search algorithm-based clustering protocol for energy-efficient wireless sensor networks. IEEE Transactions on Industrial Informatics 10 (1) : 774-783. ScholarBank@NUS Repository. https://doi.org/10.1109/TII.2013.2273739
Abstract: In real-life applications of wireless sensor networks (WSNs), optimization of the network operation is required to extend its lifetime. A framework is proposed that enables practical development of centralized cluster-based protocols supported by optimization methods for the WSNs. Based on this framework, a protocol using harmony search algorithm (HSA), a music-based meta-heuristic optimization method, is designed and implemented in real time for the WSNs. It is expected to minimize the intra-cluster distances between the cluster members and their cluster heads (CHs) and optimize the energy distribution of the WSNs. The study of HSA cluster-based protocol is carried out in a real case where the WSNs equipped with the proposed protocol are deployed in an indoor environment to monitor the ambient temperature for fire detection. A comparison is made with the well-known cluster-based protocols developed for WSNs such as low-energy adaptive clustering hierarchy-centralized (LEACH-C) and a cluster-based protocol using Fuzzy C-Means (FCM) clustering algorithm. Experimental results demonstrate that the proposed protocol using HSA can be realized in centralized cluster-based WSNs for safety and surveillance applications in building environments. From the obtained experimental test results, it can be seen that the WSNs lifetime has been extended using the proposed HSA protocol in comparison with that of LEACH-C and FCM protocols. © 2005-2012 IEEE.
Source Title: IEEE Transactions on Industrial Informatics
URI: http://scholarbank.nus.edu.sg/handle/10635/82969
ISSN: 15513203
DOI: 10.1109/TII.2013.2273739
Appears in Collections:Staff Publications

Show full item record
Files in This Item:
There are no files associated with this item.

SCOPUSTM   
Citations

64
checked on Feb 22, 2018

WEB OF SCIENCETM
Citations

44
checked on Jan 24, 2018

Page view(s)

33
checked on Feb 19, 2018

Google ScholarTM

Check

Altmetric


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.