Paper Info
Title
Evaluation of an Intelligent Fuzzy-Based Cluster Head Selection System for WSNs Using Different Parameters
Abstract
Cluster formation and cluster head selection are important problems in sensor network applications and can drastically affect the network's communication energy dissipation. However, selecting of the cluster head is not easy in different environments which may have different characteristics. In our previous work, in order to deal with this problem, we proposed a power reduction algorithm for sensor networks based on fuzzy logic and number of neighbour nodes. We call this algorithm F3N. In this paper, we evaluate F3N and LEACH by many simulation results. We evaluate the performance of our proposed system for tree different parameters: Remaining Battery Power of Sensor (RPS), Degree of Number of Neighbour Nodes (D3N), and Distance from Cluster Centroid (DCC). From the simulation results, we found that the probability of a sensor node to be a cluster head is increased with increase of number of neighbour nodes and remained battery power and is decreased with the increase of distance from the cluster centroid.
Year
DOI
Venue
2011
10.1109/WAINA.2011.84
Advanced Information Networking and Applications
Keywords
Field
DocType
different parameters,neighbour node,cluster centroid,intelligent fuzzy-based cluster head,cluster head,different characteristic,simulation result,sensor network,cluster formation,cluster head selection,selection system,battery power,different environment,wireless sensor networks,manganese,fuzzy logic,clustering algorithms,probability,sensor networks,simulation,wireless sensor network
Sensor node,Pattern clustering,Computer science,Dissipation,Fuzzy logic,Real-time computing,Cluster analysis,Battery (electricity),Wireless sensor network,Centroid,Distributed computing,Embedded system
Conference
ISBN
Citations 
PageRank 
978-0-7695-4338-3
3
0.44
References 
Authors
17
6
Name
Order
Citations
PageRank
Leonard Barolli12178333.62
Hironori Ando2183.50
Fatos Xhafa33433343.33
arjan durresi41446145.94
Rozeta Miho513714.72
akio koyama646468.76