TY  - JOUR
A1  - Widhalm, Dominik
A1  - Goeschka, Karl M.
A1  - Kastner, Wolfgang
T1  - A Review on Immune-Inspired Node Fault Detection in Wireless Sensor Networks with a Focus on the Danger Theory
JF  - Sensors
N2  - 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.
KW  - fault detection
KW  - node fault
KW  - immune mechanism
KW  - artificial immune system
KW  - sensor node
Y1  - 
U6  - http://dx.doi.org/10.3390/s23031166
VL  - 23
IS  - 3
ER  - 
TY  - JOUR
A1  - Widhalm, Dominik
A1  - Goeschka, Karl M.
A1  - Kastner, Wolfgang
T1  - An open-source wireless sensor node platform with active node-level reliability for monitoring applications
JF  - Sensors
KW  - sensor node
KW  - fault diagnosis
KW  - energy-efficiency
KW  - wireless sensor network
Y1  - 
VL  - 2021
IS  - Volume 21, Issue 22, Article-No. 7613
ER  - 
TY  - THES
A1  - Widhalm, Dominik
T1  - Sensor Node Fault Detection in Wireless Sensor Networks: An Immune-inspired Approach
KW  - fault detection
KW  - sensor node
KW  - node-level diagnostics
KW  - wireless sensor network
KW  - anomaly detection
Y1  - 
ER  - 
TY  - CHAP
A1  - Widhalm, Dominik
A1  - Goeschka, Karl M.
A1  - Kastner, Wolfgang
T1  - Is Arduino a suitable platform for sensor nodes?
T2  - Proceedings of the 47th Annual Conference of the IEEE Industrial Electronics Society (IECON 2021), 13-16 October 2021, Toronto, Canada
KW  - Arduino
KW  - wireless sensor network
KW  - sensor node
KW  - energy consumption
Y1  - 
U6  - http://dx.doi.org/doi: 10.1109/IECON48115.2021.9589479
PB  - IEEE
ER  -