Intrusion Detection in Wireless Sensor Networks by an Ensemble of Artificial Neural Networks

2019 ◽  
pp. 323-333
Author(s):  
Tarek Batiha ◽  
Michal Prauzek ◽  
Pavel Krömer
Keyword(s):  
Neural Networks ◽  
Wireless Sensor Networks ◽  
Artificial Neural Networks ◽  
Sensor Networks ◽  
Intrusion Detection ◽  
Wireless Sensor ◽  
Artificial Neural

scholarly journals Mitigation of the ground reflection effect in real-time locating systems based on wireless sensor networks by using artificial neural networks

2012 ◽  
Vol 34 (1) ◽  
pp. 193-217 ◽  
Author(s):  
Juan F. De Paz ◽  
Dante I. Tapia ◽  
Ricardo S. Alonso ◽  
Cristian I. Pinzón ◽  
Javier Bajo ◽  
...  
Keyword(s):  
Neural Networks ◽  
Wireless Sensor Networks ◽  
Artificial Neural Networks ◽  
Sensor Networks ◽  
Real Time ◽  
Wireless Sensor ◽  
Reflection Effect ◽  
Artificial Neural

scholarly journals Components of Artificial Neural Networks Realized in CMOS Technology to be Used in Intelligent Sensors in Wireless Sensor Networks

Sensors ◽  
2018 ◽  
Vol 18 (12) ◽  
pp. 4499 ◽  
Author(s):  
Tomasz Talaśka
Keyword(s):  
Neural Networks ◽  
Wireless Sensor Networks ◽  
Artificial Neural Networks ◽  
Sensor Networks ◽  
Substantial Reduction ◽  
Base Station ◽  
Wireless Sensor ◽  
Adaptation Mechanism ◽  
Intelligent Sensors ◽  
Artificial Neural

The article presents novel hardware solutions for new intelligent sensors that can be used in wireless sensor networks (WSN). A substantial reduction of the amount of data sent by the sensor to the base station in the WSN may extend the possible sensor working time. Miniature integrated artificial neural networks (ANN) applied directly in the sensor can take over the analysis of data collected from the environment, thus reducing amount of data sent over the RF communication block. A prototype specialized chip with components of the ANN was designed in the CMOS 130 nm technology. An adaptation mechanism and a programmable multi-phase clock generator—components of the ANN—are described in more detail. Both simulation and measurement results of selected blocks are presented to demonstrate the correctness of the design.

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