Using Fuzzy Logic for Clustering in Wireless Sensor Networks

被引:0
作者
Choudhary, Devendra [1 ]
Sharma, Iti [1 ]
机构
[1] RN Modi Engn Coll, Kota, India
来源
2017 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING, INSTRUMENTATION AND CONTROL TECHNOLOGIES (ICICICT) | 2017年
关键词
fuzzy logic; clustering in WSN; WSN; CH election; energy efficiency;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Fuzzy logic is being used for cluster head selection in wireless sensor networks in many research works. This paper discusses how choice of fuzzification methods and membership functions affects the performance of clustering. The next contribution is the development of a communication protocol based on fuzzy logic. The purpose is uniform distribution of load over the network so that energy can be saved and life of network can be prolonged. The proposed protocol reduces the frequency of the CH re-election and has therefore a reduced message complexity, reduced number of operations and therefore reduced energy consumption.
引用
收藏
页码:861 / 866
页数:6
相关论文
共 16 条
[1]  
[Anonymous], 2012, IEEE SENSORS J
[2]  
Bagci H., 2010, 2010 IEEE WORLD C CO, DOI [DOI 10.1109/FUZZY.2010.5584580, 10.1109/FUZZY.2010.5584580]
[3]   DUCF: Distributed load balancing Unequal Clustering in wireless sensor networks using Fuzzy approach [J].
Baranidharan, B. ;
Santhi, B. .
APPLIED SOFT COMPUTING, 2016, 40 :495-506
[4]  
Boonsawat V., 2010, P 2 ECTI C APPL RES
[5]  
Chaudhary D., INT J WOMEN RES ENG, V1
[6]  
Gupta I, 2005, PROCEEDINGS OF THE 3RD ANNUAL COMMUNICATION NETWORKS AND SERVICES RESEARCH CONFERENCE, P255
[7]  
Heiniger R. W., 2000, Proceedings of the 5th International Conference on Precision Agriculture, Bloomington, Minnesota, USA, 16-19 July, 2000, P1
[8]  
Jiang H., 2013, HINDAWI PUBLISHING C, P8
[9]  
Julie E. Golden, 2016, Scientific World Journal, V2016, DOI 10.1155/2016/5063261
[10]  
Kim JM, 2008, 10TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION TECHNOLOGY, VOLS I-III, P654