Machine learning for wireless sensor networks security: An overview of challenges and issues

R Ahmad, R Wazirali, T Abu-Ain - Sensors, 2022 - mdpi.com
Energy and security are major challenges in a wireless sensor network, and they work
oppositely. As security complexity increases, battery drain will increase. Due to the limited …

Strategies based on various aspects of clustering in wireless sensor networks using classical, optimization and machine learning techniques: Review, taxonomy …

J Amutha, S Sharma, SK Sharma - Computer Science Review, 2021 - Elsevier
Abstract Wireless Sensor Networks (WSNs) have attracted various academic researchers,
engineers, science, and technology communities. This attraction is due to their broad …

Machine learning algorithms for wireless sensor networks: A survey

DP Kumar, T Amgoth, CSR Annavarapu - Information Fusion, 2019 - Elsevier
Wireless sensor network (WSN) is one of the most promising technologies for some real-
time applications because of its size, cost-effective and easily deployable nature. Due to …

Fault detection in wireless sensor networks through SVM classifier

S Zidi, T Moulahi, B Alaya - IEEE Sensors Journal, 2017 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) are prone to many failures such as hardware failures,
software failures, and communication failures. The fault detection in WSNs is a challenging …

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 …

An analysis of fault detection strategies in wireless sensor networks

T Muhammed, RA Shaikh - Journal of Network and Computer Applications, 2017 - Elsevier
Wireless sensor networks have emerged as a key technology which is used in many safety
critical applications. The sensors in wireless sensor network have to be deployed in hostile …

A power efficient cluster-based routing algorithm for wireless sensor networks: Honeybees swarm intelligence based approach

AAA Ari, BO Yenke, N Labraoui, I Damakoa… - Journal of Network and …, 2016 - Elsevier
The design of low-power scalable wireless sensor networks remains a key challenge of the
research. Clustering and routing have been widely studied for extending the lifetime of a …

A novel energy efficient threshold based algorithm for wireless body sensor network

SK Arumugam, AS Mohammed, K Nagarajan… - Energies, 2022 - mdpi.com
Wireless body sensor networks (WBSNs) monitor the changes within the human body by
having continuous interactions within the nodes in the body network. Critical issues with …

[HTML][HTML] Outlier detection strategies for WSNs: A survey

B Chander, G Kumaravelan - Journal of King Saud University-Computer …, 2022 - Elsevier
Abstract Wireless Sensor Networks (WSNs) are developed significantly from the last
decades and attracted the attention of scientific and industrial domains. In WSNs, sensor …

Fault-tolerant event region detection on trajectory pattern extraction for industrial wireless sensor networks

L Liu, G Han, Y He, J Jiang - IEEE Transactions on Industrial …, 2019 - ieeexplore.ieee.org
Poisonous pollutants produced in chemical, plastics, or nuclear power industry are easy to
leak and result in a large-scale hazardous event region. Recently, industrial wireless sensor …