A survey on fault diagnosis in wireless sensor networks

Z Zhang, A Mehmood, L Shu, Z Huo, Y Zhang… - IEEE …, 2018 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) often consist of hundreds of sensor nodes that may be
deployed in relatively harsh and complex environments. In views of hardware cost, sensor …

Fault diagnosis in wireless sensor networks: A survey

A Mahapatro, PM Khilar - IEEE Communications Surveys & …, 2013 - ieeexplore.ieee.org
The sensor nodes in wireless sensor networks may be deployed in unattended and possibly
hostile environments. The ill-disposed environment affects the monitoring infrastructure that …

CitySee: Urban CO2 monitoring with sensors

X Mao, X Miao, Y He, XY Li, Y Liu - 2012 Proceedings IEEE …, 2012 - ieeexplore.ieee.org
Motivated by the needs of precise carbon emission measurement and real-time surveillance
for CO 2 management in cities, we present CitySee, a real-time CO 2-monitoring system …

Sensor anomaly detection in wireless sensor networks for healthcare

SA Haque, M Rahman, SM Aziz - Sensors, 2015 - mdpi.com
Wireless Sensor Networks (WSN) are vulnerable to various sensor faults and faulty
measurements. This vulnerability hinders efficient and timely response in various WSN …

Detecting faulty nodes with data errors for wireless sensor networks

S Guo, H Zhang, Z Zhong, J Chen, Q Cao… - ACM Transactions on …, 2014 - dl.acm.org
Wireless Sensor Networks (WSN) promise researchers a powerful instrument for observing
sizable phenomena with fine granularity over long periods. Since the accuracy of data is …

Anomaly detection in medical wireless sensor networks using SVM and linear regression models

O Salem, A Guerassimov, A Mehaoua… - E-Health and …, 2016 - igi-global.com
This paper details the architecture and describes the preliminary experimentation with the
proposed framework for anomaly detection in medical wireless body area networks for …

Online anomaly detection in wireless body area networks for reliable healthcare monitoring

O Salem, Y Liu, A Mehaoua… - IEEE journal of …, 2014 - ieeexplore.ieee.org
In this paper, we propose a lightweight approach for online detection of faulty measurements
by analyzing the data collected from medical wireless body area networks. The proposed …

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 …

Modeling and analysis of fault detection and fault tolerance in wireless sensor networks

A Munir, J Antoon, A Gordon-Ross - ACM Transactions on Embedded …, 2015 - dl.acm.org
Technological advancements in communications and embedded systems have led to the
proliferation of Wireless Sensor Networks (WSNs) in a wide variety of application domains …

CitySee: Not only a wireless sensor network

Y Liu, X Mao, Y He, K Liu, W Gong, J Wang - IEEE Network, 2013 - ieeexplore.ieee.org
CitySee, an environment monitoring system with 1196 sensor nodes and 4 mesh nodes in
an urban area, is mainly motivated by the needs of precise carbon emission measurement …