Optimum Sensor Nodes Deployment Using Fuzzy C-Means Algorithm

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...

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Bibliographic Details
Main Authors: Yong Kuk Park, Min Goo Lee, Kyung Kwon Jung, Jun Jae Yoo, Sang Han Lee, Hyeong-Seok Kim
Format: Conference Proceeding
Language:English
Subjects:
Clustering algorithms
Computational modeling
coverage
fuzzy c-means algorithm
Manganese
Propagation losses
Radio transmitters
Receivers
sensor deployment
square grid
Wireless sensor networks
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Summary: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.
DOI:10.1109/ISCCS.2011.101