DocumentCode
3076331
Title
Optimum Sensor Nodes Deployment Using Fuzzy C-Means Algorithm
Author
Park, Yong Kuk ; Lee, Min Goo ; Jung, Kyung Kwon ; Yoo, Jun Jae ; Lee, Sang Han ; Kim, Hyeong-Seok
Author_Institution
U-Embedded Convergence Res. Center, Korea Electron. Technol. Inst., Seongnam, South Korea
fYear
2011
fDate
16-17 July 2011
Firstpage
389
Lastpage
392
Abstract
In this paper, a fuzzy c-means clustering algorithm is proposed to determine the optimum deployment of sensor nodes. It is for a given application space to improve energy efficiency and reduce cost. We performed simulation for ´L´ shaped area to find minimum number and optimum location of sensor nodes.
Keywords
fuzzy set theory; wireless sensor networks; L shaped area; cost reduction; energy efficiency; fuzzy C-mean clustering algorithm; optimum sensor nodes; Clustering algorithms; Computational modeling; Manganese; Propagation losses; Radio transmitters; Receivers; Wireless sensor networks; coverage; fuzzy c-means algorithm; sensor deployment; square grid;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Society (ISCCS), 2011 International Symposium on
Conference_Location
Kota Kinabalu
Print_ISBN
978-1-4577-0644-8
Type
conf
DOI
10.1109/ISCCS.2011.101
Filename
6004467
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