An overview of machine learning-based energy-efficient routing algorithms in wireless sensor networks

Q Ding, R Zhu, H Liu, M Ma - Electronics, 2021 - mdpi.com
Machine learning (ML) technology has shown its unique advantages in many fields and has
excellent performance in many applications, such as image recognition, speech recognition …

Energy efficiency for green internet of things (IoT) networks: A survey

L Farhan, RS Hameed, AS Ahmed, AH Fadel, W Gheth… - Network, 2021 - mdpi.com
The last decade has witnessed the rise of the proliferation of Internet-enabled devices. The
Internet of Things (IoT) is becoming ever more pervasive in everyday life, connecting an ever …

D2CRP: A novel distributed 2-hop cluster routing protocol for wireless sensor networks

C Chen, LC Wang, CM Yu - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
Typically, wireless sensor networks (WSNs) use limited-capacity batteries that cannot be
recharged or replaced. In general, designing an energy-efficient routing protocol has a …

Multi-objective-derived energy efficient routing in wireless sensor network using adaptive black hole-tuna swarm optimization strategy

R Sheeja, MM Iqbal, C Sivasankar - Ad Hoc Networks, 2023 - Elsevier
Abstract Wireless Sensor Network (WSN) has a significant factor in energy conservation as it
is effectively impracticable for recharging the energy of the nodes in their remote location …

PRESEP: Cluster based metaheuristic algorithm for energy-efficient wireless sensor network application in internet of things

SK Sharma, M Chawla - Wireless Personal Communications, 2023 - Springer
A metaheuristic approach based hybrid data routing algorithm is proposed in this paper for
energy-efficient wireless sensor network (WSN) applications in Internet of Things (IoT). High …

Routing protocol for wireless sensor networks based on archimedes optimization algorithm

Y Yao, D Xie, Y Li, C Wang, Y Li - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
One of the key design problems of wireless sensor networks is to reduce energy
consumption and improve node survival. Because the battery in sensor nodes is difficult to …

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 …

Intelligent routing algorithm for wireless sensor networks dynamically guided by distributed neural networks

Z Liu, Y Liu, X Wang - Computer Communications, 2023 - Elsevier
Using reinforcement learning to adjust the power balance of sensor nodes dynamically is an
essential approach for extending the lifetime of wireless sensor networks (WSNs), which …

[HTML][HTML] Joint dynamic routing and resource allocation in satellite-terrestrial integrated networks

Y Yin, C Huang, NN Xiong, DF Wu, S Huang - Computer Networks, 2023 - Elsevier
Abstract The Satellite-Terrestrial Integrated Networks (STINs) is considered as a reliable and
agile next-generation communication network scheme, because it is flexible to deploy and …

BMRHTA: Balanced multipath routing and hybrid transmission approach for lifecycle maximization in WSNs

CM Yu, ML Ku, LC Wang - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
In this article, a balanced multipath routing and hybrid transmission approach (BMRHTA) is
proposed to effectively alleviate the imbalance of the forwarding load in a sink connection …