Information Warfare-Worthy Jamming Attack Detection Mechanism for Wireless Sensor Networks Using a Fuzzy Inference System

被引:44
|
作者
Misra, Sudip [1 ]
Singh, Ranjit [1 ]
Mohan, S. V. Rohith [2 ]
机构
[1] Indian Inst Technol, Sch Informat Technol, Kharagpur 721302, W Bengal, India
[2] Indian Inst Technol, Dept Math, Kharagpur 721302, W Bengal, India
关键词
wireless sensor networks; jamming detection; fuzzy inference system; information warfare;
D O I
10.3390/s100403444
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The proposed mechanism for jamming attack detection for wireless sensor networks is novel in three respects: firstly, it upgrades the jammer to include versatile military jammers; secondly, it graduates from the existing node-centric detection system to the network-centric system making it robust and economical at the nodes, and thirdly, it tackles the problem through fuzzy inference system, as the decision regarding intensity of jamming is seldom crisp. The system with its high robustness, ability to grade nodes with jamming indices, and its true-detection rate as high as 99.8%, is worthy of consideration for information warfare defense purposes.
引用
收藏
页码:3444 / 3479
页数:36
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