Fault tolerance structures in wireless sensor networks (WSNs): Survey, classification, and future directions
The Industrial Revolution 4.0 (IR 4.0) has drastically impacted how the world operates. The
Internet of Things (IoT), encompassed significantly by the Wireless Sensor Networks …
Internet of Things (IoT), encompassed significantly by the Wireless Sensor Networks …
A data set accuracy weighted random forest algorithm for IoT fault detection based on edge computing and blockchain
W Zhang, J Wang, G Han, S Huang… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
The continuously increasing number of connected smart devices has led to the emergence
of a crucial fault detection challenge to the Internet of Things (IoT). In this study, we aim to …
of a crucial fault detection challenge to the Internet of Things (IoT). In this study, we aim to …
Survey of Applications of Machine Learning for Fault Detection, Diagnosis and Prediction in Microclimate Control Systems
N Daurenbayeva, A Nurlanuly, L Atymtayeva… - Energies, 2023 - mdpi.com
An appropriate microclimate is one of the most important factors of a healthy and
comfortable life. The microclimate of a place is determined by the temperature, humidity and …
comfortable life. The microclimate of a place is determined by the temperature, humidity and …
An efficient data aggregation and outlier detection scheme based on radial basis function neural network for WSN
Wireless sensor network (WSN) is used for data collection and transmission in IoT
environment. Since it consists of a large number of sensor nodes, a significant amount of …
environment. Since it consists of a large number of sensor nodes, a significant amount of …
Towards coverage-aware fuzzy logic-based faulty node detection in heterogeneous wireless sensor networks
Detecting and handling faulty nodes is one of the main challenges in wireless sensor
networks (WSNs). Most of the existing fault detection schemes rely on the data sensed by …
networks (WSNs). Most of the existing fault detection schemes rely on the data sensed by …
Data trust model for event detection in wireless sensor networks using data correlation techniques
N Karthik, VS Ananthanarayana - 2017 fourth international …, 2017 - ieeexplore.ieee.org
A wireless sensor network (WSN) is a conglomeration of scattered self organized sensor
nodes to agreeably monitor the physical and surrounding conditions. These sensor nodes …
nodes to agreeably monitor the physical and surrounding conditions. These sensor nodes …
Sensor data modeling for data trustworthiness
N Karthik, VS Ananthanarayana - 2017 IEEE Trustcom …, 2017 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) are installed in the terrain for observing the physical and
environmental parameters. The nodes in the network are resource constrained in nature and …
environmental parameters. The nodes in the network are resource constrained in nature and …
Hybrid detection algorithm for online faulty sensors identification in wireless sensor networks
W Ibrahim Gabr, MA Ahmed… - IET Wireless Sensor …, 2020 - Wiley Online Library
Wireless sensor network (WSN) is a developed wireless network consisting of some
connected sensor nodes. The WSN is employed in many fields such as military, industrial …
connected sensor nodes. The WSN is employed in many fields such as military, industrial …
A review on fault detection in wireless sensor networks
R Sathiyavathi, B Bharathi - 2017 International Conference on …, 2017 - ieeexplore.ieee.org
In these days, Wireless sensor network becomes integral part of the computer and
communication technology. A huge number of sensor nodes can be deployed in the field of …
communication technology. A huge number of sensor nodes can be deployed in the field of …
Context aware trust management scheme for pervasive healthcare
N Karthik, VS Ananthanarayana - Wireless Personal Communications, 2019 - Springer
Medical sensor nodes are used in pervasive healthcare applications like remote patient
monitoring, elderly care to collect patients vital signs for identifying medical emergency …
monitoring, elderly care to collect patients vital signs for identifying medical emergency …