A Review on Immune-Inspired Node Fault Detection in Wireless Sensor Networks with a Focus on the Danger Theory

被引:2
|
作者
Widhalm, Dominik [1 ]
Goeschka, Karl M. [1 ]
Kastner, Wolfgang [2 ]
机构
[1] Univ Appl Sci Tech Wien, Dept Elect Engn, A-1200 Vienna, Austria
[2] TU Wien, Fac Informat, Automat Syst Grp, A-1040 Vienna, Austria
关键词
fault detection; node fault; immune mechanism; artificial immune system; sensor node; wireless sensor network; INTRUSION DETECTION; MISBEHAVIOR DETECTION; SELECTION ALGORITHM; COMPUTER SECURITY; SYSTEM APPROACH; SELF; INNATE; DIAGNOSIS; MODEL; SPECIFICITIES;
D O I
10.3390/s23031166
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The use of fault detection and tolerance measures in wireless sensor networks is inevitable to ensure the reliability of the data sources. In this context, immune-inspired concepts offer suitable characteristics for developing lightweight fault detection systems, and previous works have shown promising results. In this article, we provide a literature review of immune-inspired fault detection approaches in sensor networks proposed in the last two decades. We discuss the unique properties of the human immune system and how the found approaches exploit them. With the information from the literature review extended with the findings of our previous works, we discuss the limitations of current approaches and consequent future research directions. We have found that immune-inspired techniques are well suited for lightweight fault detection, but there are still open questions concerning the effective and efficient use of those in sensor networks.
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页数:34
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