Paper Info
Title
Prediction of Sensor Lifetime in Wireless Sensor Networks Using Fuzzy Logic
Abstract
Cluster formation and cluster head selection are important problems in Wireless Sensor Networks (WSNs) and can drastically affect the network's communication energy dissipation. Moreover, in WSNs, the bad usage of the energy shortens the operation time of sensors and consequently the network lifetime. In this work, we propose a fuzzy-based simulation system for WSNs, in order to calculate the lifetime of a sensor by considering the remaining battery power, sleep time rate and transmission time rate. We evaluate the system by MATLAB simulations and show that it has a good behaviour for measuring sensor lifetime.
Year
DOI
Venue
2014
10.1109/AINA.2014.137
AINA
Keywords
Field
DocType
fuzzy-based simulation,transmission time rate,remaining power,sensor lifetime prediction,matlab,network communication,wsn,lifetime of sensor,sleep time rate,fuzzy logic,energy dissipation,cluster head selection,wireless sensor networks,battery power,cluster formation,iron,manganese,clustering algorithms
Key distribution in wireless sensor networks,MATLAB,Computer science,Dissipation,Fuzzy logic,Real-time computing,Mobile wireless sensor network,Transmission time,Cluster analysis,Wireless sensor network
Conference
ISSN
Citations 
PageRank 
1550-445X
3
0.43
References 
Authors
15
4
Name
Order
Citations
PageRank
Qi Wang161.52
Elis Kulla235151.47
Gjergji Mino316816.61
Leonard Barolli414022.02