[HTML][HTML] A systematic literature review on outlier detection in wireless sensor networks

M Safaei, S Asadi, M Driss, W Boulila, A Alsaeedi… - Symmetry, 2020 - mdpi.com
A wireless sensor network (WSN) is defined as a set of spatially distributed and
interconnected sensor nodes. WSNs allow one to monitor and recognize environmental …

[HTML][HTML] Spatial anomaly detection in sensor networks using neighborhood information

HHWJ Bosman, G Iacca, A Tejada, HJ Wörtche… - Information …, 2017 - Elsevier
The field of wireless sensor networks (WSNs), embedded systems with sensing and
networking capability, has now matured after a decade-long research effort and …

Intelligent fuzzy rule-based approach with outlier detection for secured routing in WSN

K Thangaramya, K Kulothungan, S Indira Gandhi… - Soft Computing, 2020 - Springer
In wireless sensor networks (WSNs), energy optimization and the provision of security are
the major design challenges. Since the wireless sensor devices are energy constrained, the …

ERGID: An efficient routing protocol for emergency response Internet of Things

T Qiu, Y Lv, F Xia, N Chen, J Wan, A Tolba - Journal of Network and …, 2016 - Elsevier
In recent years, Internet of Things (IoT) has been applied to many different fields such as
smart home, environmental monitoring and industrial control system, etc. Under the pressure …

An improved data compression framework for wireless sensor networks using stacked convolutional autoencoder (S-CAE)

L Kumble, KK Patil - SN Computer Science, 2023 - Springer
Data compression is crucial in the networks as there is limited energy which is accessible to
sensor nodes in wireless sensor networks (WSNs). The sensor nodes lifetime is extended …

A spatial filtering inspired three-way clustering approach with application to outlier detection

B Ali, N Azam, A Shah, JT Yao - International Journal of Approximate …, 2021 - Elsevier
Three-way clustering provides an effective framework for clustering of data in the presence
of uncertain, imprecise and incomplete data. In this article, we used ideas inspired from two …

Stochastic machine learning based attacks detection system in wireless sensor networks

ARA Moundounga, H Satori - Journal of Network and Systems …, 2024 - Springer
Abstract Wireless Sensor Networks (WSNs) play a crucial role in diverse applications,
encompassing environmental monitoring, healthcare, and industrial automation. However …

Noise tolerant localization for sensor networks

F Xiao, L Chen, C Sha, L Sun, R Wang… - IEEE/ACM …, 2018 - ieeexplore.ieee.org
Most range-based localization approaches for wireless sensor networks (WSNs) rely on
accurate and sufficient range measurements, yet noise and data missing are inevitable in …

[HTML][HTML] A lightweight anomaly detection method based on SVDD for wireless sensor networks

Y Chen, S Li - Wireless Personal Communications, 2019 - Springer
Limited resources and harsh deployment environments may cause raw observations
collected by sensor nodes to have poor data quality and reliability, which will influence the …

[PDF][PDF] A Literature Review on Outlier Detection in Wireless Sensor Networks

JC García, LA Rivera, J Perez - Journal of Advances in Information …, 2024 - jait.us
Wireless sensor networks have become an important element of technologies such as the
Internet of Things due to their ability to obtain sensory data from the physical world in …