Data rate aware reliable transmission mechanism in wireless sensor networks using Bayesian regularized neural network approach

M Pundir, JK Sandhu, D Gupta, TR Gadekallu… - Physical …, 2023 - Elsevier
Abstract Wireless Sensor Networks consists of interconnected nodes that exchange
information wirelessly enabling its deployment in innovative application areas. Network …

Algorithms for Fault Detection and Diagnosis in Wireless Sensor Networks Using Deep Learning and Machine Learning-An Overview

P Iswarya, K Manikandan - 2024 10th International Conference …, 2024 - ieeexplore.ieee.org
The integration of artificial intelligence (AI) with wireless sensor networks (WSN) has created
several possibilities, making it a highly discussed topic in the technological realm and holds …

An energy‐aware software fault detection system based on hierarchical rule approach for enhancing quality of service in internet of things‐enabled wireless sensor …

L Balraj, A Prasanth - Transactions on Emerging …, 2024 - Wiley Online Library
Of late, the Internet of Things (IoT) has progressed in its pervasiveness across the globe for
diverse applications. Wireless Sensor Network (WSN) is one of the prominent technologies …

[HTML][HTML] Association Model-Based Intermittent Connection Fault Diagnosis for Controller Area Networks

L Wang, S Hu, Y Lei - Actuators, 2024 - mdpi.com
Controller Area Networks (CANs) play an important role in many safety-critical industrial
systems, which places high demands on their reliability performance. However, the …

Self-Configuration Management towards Fix-Distributed Byzantine Sensors for Clustering Schemes in Wireless Sensor Networks

WM Elsayed, E El-Shafeiy, M Elhoseny… - Journal of Sensor and …, 2023 - mdpi.com
To avoid overloading a network, it is critical to continuously monitor the natural environment
and disseminate data streams in synchronization. Based on self-maintaining technology …

Fault Detection in Wireless Sensor Networks Using Autoencoder Classifier

Y Singh, R Rathi, R Prasad… - 2023 6th International …, 2023 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) are extensively deployed to gather and process data from
monitoring environments. Due to their deployment in harsh and unattended conditions …

A Comprehensive Review on Fault Detection For Wireless Sensor Networks

PV Sanjay, R Prasad, RK Baghel - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) exhibit a diverse cyber-physical nature, rendering them
susceptible to various faults with potential consequences for reliability, economics, and …

XGBoost based Fault Detection for Wireless Sensor Networks

R Prasad, RK Baghel, PV Sanjay - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Diagnosing faults is a highly complex problem in the realm of Wireless Sensor Networks
(WSNs). In Wireless Sensor Networks (WSN), sensor nodes are deployed in a random …

Fault Diagnosis Method Based on Distributed Online Collaborative Distillation

Y Long, Y Yang, C Fan, Z Gao, L Rui - International Conference on …, 2023 - Springer
Distributed networks and systems are becoming more and more widespread and practical in
applications. The distributed network has a large scale and a large number of edge …