WOAD3QN-RP: An intelligent routing protocol in wireless sensor networks—A swarm intelligence and deep reinforcement learning based approach

X Yang, J Yan, D Wang, Y Xu, G Hua - Expert Systems with Applications, 2024 - Elsevier
Abstract Wireless Sensor Networks (WSN) are a crucial part of the Internet of Things (IoT),
and research on WSN routing protocols has always been a hot topic in academia. However …

A whale optimization-based energy-efficient clustered routing for wireless sensor networks

S Sahu, S Silakari - … : Theories and Applications: Proceedings of SoCTA …, 2022 - Springer
The efficient wireless sensor network (WSN) is subjected to energy constraints. The problem
was the optimization of energy solved by using routing protocols. The whale optimizing …

On cluster head selection in monkey-inspired optimization based routing protocol for WSNs

T Gui, F Wang, C Ma, DE Wilkins - … International Conference on …, 2019 - ieeexplore.ieee.org
Wireless Sensor Networks (WSNs) have arisen as one of the hottest and most promising
research areas nowadays, where one most critical research challenge is to extend the …

A Dual Cluster Head Hierarchical Routing Protocol for Wireless Sensor Networks Based On Hybrid Swarm Intelligence Optimization

Y Liu, H Huang, J Zhou - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
Clustering routing is one of the most prevailing approaches for saving energy in Wireless
Sensor Networks (WSNs). However, many existing clustering protocols have the problem of …

Genetic algorithm-based energy-efficient clustering with adaptive grey wolf optimization-based multipath routing in wireless sensor network to increase network life …

BK Patra, S Mishra, SK Patra - Intelligent Systems: Proceedings of ICMIB …, 2022 - Springer
The minimum energy consumption issues has now an emerging area of research in wireless
sensor network (WSN). These WSN enable new technological application like Internet of …

Swarm intelligence based hierarchical routing protocols study in WSNs

D Mehta, S Saxena - 2020 Sixth International Conference on …, 2020 - ieeexplore.ieee.org
The applications of Wireless Sensor Networks have been envisioned in numerous spheres
of life in modern time. Wireless sensors enabled IoT based applications are changing the …

Machine Learning Approach on Efficient Routing Efficient Techniques in Wireless Sensor Network

R Nawkhare, D Singh - 2022 IEEE International Conference on …, 2022 - ieeexplore.ieee.org
Network lifetime optimization is a tough and important problem in Wireless Sensor Networks
(WSNs). The mainstream current works outline a variety of methods for increasing network …

A review on recent studies utilizing artificial intelligence methods for solving routing challenges in wireless sensor networks

W Osamy, AM Khedr, A Salim, AI Al Ali… - PeerJ Computer …, 2022 - peerj.com
Wireless sensor networks (WSNs) are becoming increasingly important, providing pervasive
real-time applications that have been used to enhance smart environments in various fields …

EEM-CRP: Energy Efficient Meta-heuristic Cluster based Routing Protocol for WSNs

S Chaurasia, K Kumar, N Kumar - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Wireless sensor network (WSN) is an infrastructure-less network that deploys many
interconnected sensors to monitor physical environmental conditions and sends data to the …

ESEERP: Enhanced smart energy efficient routing protocol for internet of things in wireless sensor nodes

R Dogra, S Rani, Kavita, J Shafi, SK Kim, MF Ijaz - Sensors, 2022 - mdpi.com
Wireless sensor networks (WSNs) have recently been viewed as the basic architecture that
prepared the way for the Internet of Things (IoT) to arise. Nevertheless, when WSNs are …