Clustering protocols in wireless sensor network: A survey, classification, issues, and future directions

P Rawat, S Chauhan - Computer Science Review, 2021 - Elsevier
The sensors employed in the wireless sensor network are battery-powered which are
prepared with a limited energy supply. Most of the applications in the field of wireless sensor …

Deep learning challenges and prospects in wireless sensor network deployment

Y Qiu, L Ma, R Priyadarshi - Archives of Computational Methods in …, 2024 - Springer
This paper explores the transformative integration of deep learning applications in the
deployment of Wireless Sensor Networks (WSNs). As WSNs continue to play a pivotal role in …

Particle swarm optimization-based energy efficient clustering protocol in wireless sensor network

P Rawat, S Chauhan - Neural Computing and applications, 2021 - Springer
The nodes in the wireless sensor network are furnished with restricted and irreplaceable
battery power. The continuous sensing, computation, and communication drain out the …

Wireless sensor networks: a survey, categorization, main issues, and future orientations for clustering protocols

S El Khediri - Computing, 2022 - Springer
Wireless sensor networks (WSNs) have turned into a leading area of research over the
course of the last few decades as they have been employed in various application domains …

Machine learning optimization techniques: a Survey, classification, challenges, and Future Research Issues

K Bian, R Priyadarshi - Archives of Computational Methods in Engineering, 2024 - Springer
Optimization approaches in machine learning (ML) are essential for training models to
obtain high performance across numerous domains. The article provides a comprehensive …

An optimized genetic algorithm for cluster head election based on movable sinks and adjustable sensing ranges in IoT-based HWSNs

AS Nandan, S Singh, R Kumar… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Internet of Things (IoT)-enabled wireless sensor network (WSN) permits the development of
various IoT-based applications, ranging from industry to education and military to …

UAV-assisted sleep scheduling algorithm for energy-efficient data collection in agricultural Internet of things

M Zhou, H Chen, L Shu, Y Liu - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
The rapid development of the agricultural Internet of Things (IoT) is inseparable from the
support of wireless sensor networks (WSNs) in recent years. To further facilitate the …

A geodesic deployment and radial shaped clustering (RSC) algorithm withstatistical aggregation in sensor networks

L Krishnasamy, T Ramasamy… - Turkish Journal of …, 2021 - journals.tubitak.gov.tr
Wireless sensor networks (WSN) comprise a large number of connected tiny or small sensor
devices to sense physical phenomenon. In WSN, prolonging the network's lifetime is a …

An evolutionary routing protocol for load balancing and QoS enhancement in IoT enabled heterogeneous WSNs

A Benelhouri, H Idrissi-Saba, J Antari - Simulation Modelling Practice and …, 2023 - Elsevier
Energy awareness is a key concern of recent advances in the Internet of Things (IoT)
enabled wireless sensor networks (WSNs), and many optimization approaches to reduce …

Particle swarm optimization based sleep scheduling and clustering protocol in wireless sensor network

P Rawat, S Chauhan - Peer-to-Peer Networking and Applications, 2022 - Springer
Energy management is considered as a challenging task for applications related to the
wireless sensor network. The cluster-based networks are among the most effective solutions …