TRCLA: a transfer learning approach to reduce negative transfer for cellular learning automata

SAH Minoofam, A Bastanfard… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
In most traditional machine learning algorithms, the training and testing datasets have
identical distributions and feature spaces. However, these assumptions have not held in …

An energy-efficient routing protocol for the Internet of Things networks based on geographical location and link quality

R Yarinezhad, S Azizi - Computer Networks, 2021 - Elsevier
In the design of Internet of Things (IoT), sensor nodes are used in collecting data from an
environment and sending it to a base station or sink for future processing. These sensor …

An optimal cluster-based routing algorithm for lifetime maximization of Internet of Things

R Yarinezhad, M Sabaei - Journal of Parallel and Distributed Computing, 2021 - Elsevier
Edge computing for Internet of Things (IoT) is a promising framework that can help small
devices such as low-powered sensor nodes to accomplish complex computational tasks …

An adaptive hierarchical data dissemination mechanism for mobile data collector enabled dynamic wireless sensor network

N Mazumdar, S Roy, A Nag, S Nandi - Journal of Network and Computer …, 2021 - Elsevier
Recent studies have revealed that the energy hole problem caused by multi-hop data
collection in a static data collector based wireless sensor network (WSN) is a major threat to …

Lightweight fault detection strategy for wireless sensor networks based on trend correlation

X Fu, Y Wang, W Li, Y Yang, O Postolache - IEEE Access, 2021 - ieeexplore.ieee.org
In this work, we propose a fault detection strategy for wireless sensor networks (WSNs)
called Trend Correlation based Fault Detection strategy (TCFD). This strategy can detect the …

Increasing the lifetime of sensor networks by a data dissemination model based on a new approximation algorithm

R Yarinezhad, SN Hashemi - Ad Hoc Networks, 2020 - Elsevier
Grouping the sensor nodes into clusters can improve the overall scalability and network
lifetime of a Wireless Sensor Network (WSN). In a clustered WSN, the Cluster Heads (CHs) …

[PDF][PDF] Sensor fault detection and isolation for smart irrigation wireless sensor network based on parity space

N Jihani, MN Kabbaj, M Benbrahim - International Journal of …, 2023 - academia.edu
In the recent years, wireless sensor network technology (WSN) has been widely adopted in
precision agriculture for determining the needs of the soil in term of water by monitoring …

An Efficient Intra‐Cluster Data Aggregation and finding the Best Sink location in WSN using EEC‐MA‐PSOGA approach

P Sreedevi, S Venkateswarlu - International Journal of …, 2022 - Wiley Online Library
Wireless sensor networks (WSNs) consist of nodes. Issues involved with the use of a sensor
network are energy‐saving and the effective use of energy. Clustering in WSNs is a proven …

Recurrent neural network NARX for distributed fault detection in wireless sensor networks

J Atiga, M Hamdi, R Ejbali… - International Journal of …, 2021 - inderscienceonline.com
Wireless sensor networks (WSNs) comprise a collection of sensors used to collect data,
which allow knowing the state of a zone or a monitored system. Sensor are usually deployed …

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 …