Analysis of Fault Classifiers to Detect the Faults and Node Failures in a Wireless Sensor Network

Analysis of Fault Classifiers to Detect the Faults and Node Failures in a Wireless Sensor Network

Technology evaluation in the electronics field leads to the great development of Wireless Sensor Networks (WSN) for a variety of applications. The sensor nodes are deployed in hazardous environments, and they are operated by isolated battery sources. Network connectivity is purely based on power ava...

Full description

Bibliographic Details
Main Authors: S. Gnanavel, M. Sreekrishna, Vinodhini Mani, G. Kumaran, R. S. Amshavalli, Sadeen Alharbi, Mashael Maashi, Osamah Ibrahim Khalaf, Ghaida Muttashar Abdulsahib, Ans D. Alghamdi, Theyazn H. H. Aldhyani
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Electronics
Subjects:
support vector machine (SVM)
convolutional neural network (CNN)
multilayer perceptron (MLP)
stochastic gradient descent (SGD)
random forest (RF) and probabilistic neural network (PNN)
Online Access:https://www.mdpi.com/2079-9292/11/10/1609

Internet

https://www.mdpi.com/2079-9292/11/10/1609

Similar Items