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 …

Teeech: Three-tier extended energy efficient clustering hierarchy protocol for heterogeneous wireless sensor network

N Kumar, P Rani, V Kumar, PK Verma… - Expert Systems with …, 2023 - Elsevier
The energy efficiency in wireless sensor networks (WSNs) is a significant challenge. A
clustering-based approach is an energy-saving approach in WSN. The practical clustering …

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 …

Energy efficient cluster based routing protocol for WSN using firefly algorithm and ant colony optimization

Z Wang, H Ding, B Li, L Bao, Z Yang, Q Liu - Wireless Personal …, 2022 - Springer
Maximizing network lifetime is the main goal of designing a wireless sensor network.
Clustering and routing can effectively balance network energy consumption and prolong …

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 …

Systematic study of topology control methods and routing techniques in wireless sensor networks

R Kavra, A Gupta, S Kansal - Peer-to-Peer Networking and Applications, 2022 - Springer
Emergence of applications of wireless sensor networks in various fields over time requires to
acknowledge existing solutions which have been proposed in history to overcome various …

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 …

Energy-efficient routing in wireless sensor networks: A meta-heuristic and artificial intelligence-based approach: A comprehensive review

R Priyadarshi - Archives of Computational Methods in Engineering, 2024 - Springer
Abstract Artificial Intelligence (AI) realizes Wireless Sensor Networks (WSNs) as a dynamic
environment of battery-powered sensor nodes. These nodes are carefully built to monitor …

Techniques employed in distributed cognitive radio networks: a survey on routing intelligence

R Priyadarshi, RR Kumar, Z Ying - Multimedia Tools and Applications, 2024 - Springer
In order to meet the growing needs for wireless communication in dynamic and diverse
circumstances, Cognitive Radio Networks (CRNs) have evolved as a transformational …