Dynamic Cluster Head Selection Using Fuzzy Logic on Cloud in Wireless Sensor Networks

被引:6
作者
Kumar, Akshay [1 ]
Pahwa, Payal [1 ]
Virmani, Deepali [1 ]
Sahil [1 ]
Rathi, Vikas [1 ]
Swami, Sunil [1 ]
机构
[1] Bhagwan Parshuram Inst Technol, Dept Comp Sci & Engn Informat Technol, Sect 17, New Delhi 110089, India
来源
INTERNATIONAL CONFERENCE ON COMPUTER, COMMUNICATION AND CONVERGENCE (ICCC 2015) | 2015年 / 48卷
关键词
Wireless Sensor Networks; Cloud; Fuzzy Logic; Clustering;
D O I
10.1016/j.procs.2015.04.125
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
One of the most vital activities to reduce energy consumption in wireless sensor networks is clustering. In clustering, one node from a group of nodes is selected to be a cluster head, which handles majority of the computation and processing for the nodes in the cluster. This paper proposes an algorithm for fuzzy based dynamic cluster head selection on cloud in wireless sensor networks. The proposed algorithm calculates a Potential value for each node and selects cluster heads with high potential. The proposed algorithm minimizes cluster overlapping by spatial distribution of cluster heads and discards malicious nodes i.e. never allows malicious nodes to be cluster heads. (C) 2015 The Authors. Published by Elsevier B.V.
引用
收藏
页码:497 / 502
页数:6
相关论文
共 50 条
[21]   Fuzzy Logic Method for Enhancement Fault-Tolerant of Cluster Head in Wireless Sensor Networks Clustering [J].
Pakdel, Farnaz ;
Esmaeilpour, Mansour .
TEM JOURNAL-TECHNOLOGY EDUCATION MANAGEMENT INFORMATICS, 2016, 5 (03) :268-276
[22]   Clustering using Fuzzy Logic in Wireless sensor Networks [J].
Singh, Manjeet ;
Soni, Surender ;
Gaurav ;
Kumar, Vicky .
PROCEEDINGS OF THE 10TH INDIACOM - 2016 3RD INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT, 2016, :1669-1674
[23]   Channel Aware Fuzzy Logic Hop Selection for Wireless Sensor Networks [J].
Ghataoura, Darminder Singh ;
Yang, Yang ;
Matich, George .
2009 INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS (ICT), 2009, :113-+
[24]   Fuzzy Logic Approach to Zone-Based Stable Cluster Head Election Protocol-Enhanced for Wireless Sensor Networks [J].
Mary, S. A. Sahaaya Arul ;
Gnanadurai, Jasmine Beulah .
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2016, 10 (04) :1692-1711
[25]   A distributed fuzzy logic-based root selection algorithm for wireless sensor networks [J].
Alaybeyoglu, Aysegul .
COMPUTERS & ELECTRICAL ENGINEERING, 2015, 41 :216-225
[26]   Fuzzy Logic Based Cluster Head Selection and Sensor Node Classification for Energy Efficient Wireless Sensor Network [J].
Culibrina, Francisco B. ;
Dadios, Elmer P. ;
Gomez, Mike .
ADVANCED SCIENCE LETTERS, 2018, 24 (11) :8626-8631
[27]   Cluster Head Selection Scheme for Data Centric Wireless Sensor Networks [J].
Pal, Vipin ;
Singh, Girdhari ;
Yadav, R. P. .
PROCEEDINGS OF THE 2013 3RD IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE (IACC), 2013, :330-334
[28]   Selection of Secure Actors in Wireless Sensor and Actor Networks Using Fuzzy Logic [J].
Elmazi, Donald ;
Inaba, Takaaki ;
Sakamoto, Shinji ;
Oda, Tetsuya ;
Ikeda, Makoto ;
Barolli, Leonard .
2015 10TH INTERNATIONAL CONFERENCE ON BROADBAND AND WIRELESS COMPUTING, COMMUNICATION AND APPLICATIONS (BWCCA 2015), 2015, :125-131
[29]   An Energy Efficient Fuzzy Logic Cluster Formation Protocol in Wireless Sensor Networks [J].
Mhemed, Rogaia ;
Aslam, Nauman ;
Phillips, William ;
Comeau, Frank .
ANT 2012 AND MOBIWIS 2012, 2012, 10 :255-262
[30]   Cluster Head Selection Algorithm For Wireless Sensor Networks Using Machine Learning [J].
Mody, Samkit ;
Mirkar, Sulalah ;
Ghag, Rutwik ;
Kotecha, Priyanka .
2021 INTERNATIONAL CONFERENCE ON COMPUTATIONAL PERFORMANCE EVALUATION (COMPE-2021), 2021, :445-450