Fuzzy logic optimized wireless sensor network routing protocol

被引:8
作者
Izadi, Davood [1 ]
Abawajy, Jemal [1 ]
Ghanavati, Sara [1 ]
机构
[1] Deakin Univ, Sch Informat Technol, Parallel & Distributed Comp Lab, Geelong, Vic, Australia
关键词
Wireless sensor networks; routing protocol; type-2 fuzzy logic; uncertainty;
D O I
10.3233/JHS-130467
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Wireless sensor networks (WSNs) are used in health monitoring, tracking and security applications. Such networks transfer data from specific areas to a nominated destination. In the network, each sensor node acts as a routing element for other sensor nodes during the transmission of data. This can increase energy consumption of the sensor node. In this paper, we propose a routing protocol for improving network lifetime and performance. The proposed protocol uses type-2 fuzzy logic to minimize the effects of uncertainty produced by the environmental noise. Simulation results show that the proposed protocol performs better than a recently developed routing protocol in terms of extending network lifetime and saving energy and also reducing data packet lost.
引用
收藏
页码:115 / 128
页数:14
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