A systematic review of quality of service in wireless sensor networks using machine learning: Recent trend and future vision

M Pundir, JK Sandhu - Journal of Network and Computer Applications, 2021 - Elsevier
Abstract Wireless Sensor Network (WSN) is used in different research areas such as military,
industry, healthcare, agriculture, Internet of Things (IoT), transportation, and smart cities. The …

Automated fault diagnosis in wireless sensor networks: A comprehensive survey

RR Swain, T Dash, PM Khilar - Wireless Personal Communications, 2022 - Springer
This paper covers the basics of fault diagnosis in wireless sensor networks, as well as fault
diagnosis terminology, sensor fault classification, causes and effects, and fault diagnosis …

Heterogeneous fault diagnosis for wireless sensor networks

RR Swain, PM Khilar, SK Bhoi - Ad Hoc Networks, 2018 - Elsevier
Fault diagnosis has been considered as a very challenging problem in wireless sensor
network (WSN) research. Faulty nodes having different behavior such as hard, soft …

Holistic resilience and reliability measures for cellular telecommunication networks

Z Liang, YF Li - Reliability Engineering & System Safety, 2023 - Elsevier
Nowadays, our lives have become increasingly inseparable from the services facilitated by
telecommunication networks. Disruption of this service may result in a significant detrimental …

Underlying and persistence fault diagnosis in wireless sensor networks using majority neighbors co-ordination approach

RR Swain, PM Khilar, SK Bhoi - Wireless Personal Communications, 2020 - Springer
The faults in wireless sensor network are classified according to the underlying causes,
behavior, and persistence with respect to the observation time. Due to underlying causes …

Hybrid continuous density hmm-based ensemble neural networks for sensor fault detection and classification in wireless sensor network

M Emperuman, S Chandrasekaran - Sensors, 2020 - mdpi.com
Sensor devices in wireless sensor networks are vulnerable to faults during their operation in
unmonitored and hazardous environments. Though various methods have been proposed …

A complete diagnosis of faulty sensor modules in a wireless sensor network

RR Swain, T Dash, PM Khilar - Ad Hoc Networks, 2019 - Elsevier
Wireless sensor network (WSN) is a collection of sensor devices, which collects information
from the environment and sends to the base station by single-hop or multi-hop …

Comprehensive analysis on sensor node fault management schemes in wireless sensor networks

N Babu, SVN Santhosh Kumar - International Journal of …, 2022 - Wiley Online Library
Wireless sensor networks (WSNs) are ad hoc networks that consist of tiny sensor nodes
deployed in the sensed environment to monitor the natural phenomenon and send the …

Relay node placement with assured coverage and connectivity: A jarvis march approach

K Nitesh, PK Jana - Wireless Personal Communications, 2018 - Springer
Relay node placement preserving coverage and connectivity is an important problem for the
deployment of a fault tolerant two tier wireless sensor network (WSN). In this paper, we …

Soft fault diagnosis in wireless sensor networks using PSO based classification

RR Swain, PM Khilar - TENCON 2017-2017 IEEE Region 10 …, 2017 - ieeexplore.ieee.org
In this work, a real time soft fault diagnosis model is proposed for wireless sensor networks
(WSNs) using particle swarm optimization (PSO) based classification approach. The …