A Probability-Based Clustering Algorithm with CH Election for Expanding WSN Life Span

Clustering achieves energy efficiency and scalable performance in wireless sensor networks (WSNs). A cluster is formed by several sensors nodes, and one of them is elected as Cluster-head (CH). A CH collects information from the cluster members and sends aggregated data to the base station or anothe...

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Published inInternational journal of electronics, communications, and measurement engineering Vol. 9; no. 1; pp. 1 - 14
Main Authors Kanellopoulos, Dimitris N, Gite, Pratik
Format Journal Article
LanguageEnglish
Published Hershey IGI Global 01.01.2020
Subjects
Algorithms
Clustering
Communication
Energy consumption
Energy efficiency
Engineering
Fault tolerance
Load
Optimization techniques
Residual energy
Sensors
Wireless sensor networks
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ISSN2578-7551
2578-7543
DOI10.4018/IJECME.2020010101

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Abstract Clustering achieves energy efficiency and scalable performance in wireless sensor networks (WSNs). A cluster is formed by several sensors nodes, and one of them is elected as Cluster-head (CH). A CH collects information from the cluster members and sends aggregated data to the base station or another CH. This article proposes a new clustering algorithm (EMESISC) that is based on each node's probability of becoming a CH. This node's probability depends on its residual energy, buffer length, and received signal power. We compared EMESISC with LEACH algorithm. Simulation results showed that EMESISC is superior to LEACH.
AbstractList Clustering achieves energy efficiency and scalable performance in wireless sensor networks (WSNs). A cluster is formed by several sensors nodes, and one of them is elected as Cluster-head (CH). A CH collects information from the cluster members and sends aggregated data to the base station or another CH. This article proposes a new clustering algorithm (EMESISC) that is based on each node's probability of becoming a CH. This node's probability depends on its residual energy, buffer length, and received signal power. We compared EMESISC with LEACH algorithm. Simulation results showed that EMESISC is superior to LEACH.
Author Kanellopoulos, Dimitris N
Gite, Pratik
AuthorAffiliation Institute of Engineering and Sciences, IES-IPS Academy, Indore, India
University of Patras, Patras, Greece
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Cites_doi 10.1109/AERO.2002.1035242
10.1155/WCN/2006/72493
10.1109/TPDS.2014.2316142
10.1109/JIOT.2016.2517405
10.1155/2013/301869
10.1016/j.proeng.2012.01.253
10.1016/j.jnca.2013.03.012
10.1016/j.jnca.2016.02.018
10.1016/j.jnca.2010.11.009
10.1002/ett.1466
10.1016/j.adhoc.2016.02.018
10.3390/s120811113
10.3390/s120100650
10.1007/s11276-015-1150-6
10.1109/CyberC.2016.87
10.1109/TWC.2005.853882
10.1109/SURV.2012.062612.00084
10.1109/HICSS.2000.926982
10.13005/ojcst12.01.02
10.1109/TWC.2002.804190
10.1109/SENSORCOMM.2007.4394931
10.1109/SURV.2013.052213.00116
10.1109/SURV.2013.081313.00231
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References G.Popovic (IJECME.2020010101-20) 2016; 1
IJECME.2020010101-11
IJECME.2020010101-10
IJECME.2020010101-15
IJECME.2020010101-14
IJECME.2020010101-13
IJECME.2020010101-12
IJECME.2020010101-19
IJECME.2020010101-18
IJECME.2020010101-17
IJECME.2020010101-16
J.Zander (IJECME.2020010101-28) 2016
IJECME.2020010101-3
IJECME.2020010101-5
IJECME.2020010101-6
IJECME.2020010101-0
IJECME.2020010101-1
IJECME.2020010101-2
W.Seah (IJECME.2020010101-22) 2010
IJECME.2020010101-7
IJECME.2020010101-21
IJECME.2020010101-9
D.Dembla (IJECME.2020010101-4) 2013; 4
IJECME.2020010101-26
IJECME.2020010101-25
IJECME.2020010101-24
IJECME.2020010101-23
Y.Feng (IJECME.2020010101-8) 2013; 7
IJECME.2020010101-27
References_xml – ident: IJECME.2020010101-15
  doi: 10.1109/AERO.2002.1035242
– ident: IJECME.2020010101-10
– ident: IJECME.2020010101-26
  doi: 10.1155/WCN/2006/72493
– ident: IJECME.2020010101-1
  doi: 10.1109/TPDS.2014.2316142
– ident: IJECME.2020010101-6
  doi: 10.1109/JIOT.2016.2517405
– year: 2010
  ident: IJECME.2020010101-22
  publication-title: Sustainable Wireless Sensor Networks
– ident: IJECME.2020010101-23
  doi: 10.1155/2013/301869
– ident: IJECME.2020010101-27
  doi: 10.1016/j.proeng.2012.01.253
– ident: IJECME.2020010101-7
  doi: 10.1016/j.jnca.2013.03.012
– ident: IJECME.2020010101-17
  doi: 10.1016/j.jnca.2016.02.018
– ident: IJECME.2020010101-18
  doi: 10.1016/j.jnca.2010.11.009
– volume: 1
  start-page: 5
  year: 2016
  ident: IJECME.2020010101-20
  article-title: Cluster formation techniques in hierarchical routing protocols for wireless sensor networks.
  publication-title: J. Inf. Technol. Appl.
– ident: IJECME.2020010101-13
  doi: 10.1002/ett.1466
– volume: 4
  start-page: 8
  issue: 2
  year: 2013
  ident: IJECME.2020010101-4
  article-title: Analysis and implementation of improved-LEACH protocol for Wireless Sensor Network (I-LEACH).
  publication-title: IJCSC, IJ
– ident: IJECME.2020010101-5
  doi: 10.1016/j.adhoc.2016.02.018
– ident: IJECME.2020010101-16
  doi: 10.3390/s120811113
– ident: IJECME.2020010101-21
  doi: 10.3390/s120100650
– ident: IJECME.2020010101-0
  doi: 10.1007/s11276-015-1150-6
– ident: IJECME.2020010101-25
  doi: 10.1109/CyberC.2016.87
– year: 2016
  ident: IJECME.2020010101-28
  publication-title: Fundamentals of Mobile Data Networks
– ident: IJECME.2020010101-3
  doi: 10.1109/TWC.2005.853882
– ident: IJECME.2020010101-19
  doi: 10.1109/SURV.2012.062612.00084
– ident: IJECME.2020010101-12
  doi: 10.1109/HICSS.2000.926982
– ident: IJECME.2020010101-14
  doi: 10.13005/ojcst12.01.02
– volume: 7
  start-page: 347
  year: 2013
  ident: IJECME.2020010101-8
  article-title: Research on the algorithm of Load-balanced Hierarchical Topology Control for WSN.
  publication-title: Applications of Mathematics
– ident: IJECME.2020010101-11
  doi: 10.1109/TWC.2002.804190
– ident: IJECME.2020010101-24
  doi: 10.1109/SENSORCOMM.2007.4394931
– ident: IJECME.2020010101-2
  doi: 10.1109/SURV.2013.052213.00116
– ident: IJECME.2020010101-9
  doi: 10.1109/SURV.2013.081313.00231
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Snippet Clustering achieves energy efficiency and scalable performance in wireless sensor networks (WSNs). A cluster is formed by several sensors nodes, and one of...
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SubjectTerms Algorithms
Clustering
Communication
Energy consumption
Energy efficiency
Engineering
Fault tolerance
Load
Optimization techniques
Residual energy
Sensors
Wireless sensor networks
Title A Probability-Based Clustering Algorithm with CH Election for Expanding WSN Life Span
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