[HTML][HTML] 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 …

Towards energy efficient clustering in wireless sensor networks: A comprehensive review

N Merabtine, D Djenouri, DE Zegour - Ieee Access, 2021 - ieeexplore.ieee.org
Clustering is one of the fundamental approaches used to optimize energy consumption in
wireless sensor networks. Clustering protocols proposed in the literature can be classified …

Q-learning-based data-aggregation-aware energy-efficient routing protocol for wireless sensor networks

WK Yun, SJ Yoo - IEEE Access, 2021 - ieeexplore.ieee.org
The energy consumption of the routing protocol can affect the lifetime of a wireless sensor
network (WSN) because tiny sensor nodes are usually difficult to recharge after they are …

An energy-efficient region source routing protocol for lifetime maximization in WSN

C Xu, Z Xiong, G Zhao, S Yu - IEEE Access, 2019 - ieeexplore.ieee.org
As the sensor layer of Internet of Things (IOT), enormous amount of sensor nodes are
densely deployed in a hostile environment to monitor and sense the changes in the physical …

Bio-inspired approaches for energy-efficient localization and clustering in UAV networks for monitoring wildfires in remote areas

MY Arafat, S Moh - IEEE Access, 2021 - ieeexplore.ieee.org
In dynamic unmanned aerial vehicle (UAV) networks, localization and clustering are
fundamental functions for cooperative control. In this article, we propose bio-inspired …

An improved energy-efficient clustering protocol to prolong the lifetime of the WSN-based IoT

AAH Hassan, WM Shah, AHH Habeb… - Ieee …, 2020 - ieeexplore.ieee.org
A wireless sensor network (WSN) is an important part of the Internet of Things (IoT).
However, sensor nodes of a WSN-based IoT network are constraining with the energy …

Sustainable blockchain-based digital twin management architecture for IoT devices

C Wang, Z Cai, Y Li - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
As the number of IoT devices increases, sustainability is becoming a bottleneck of the
production process in industrial systems. As a matter of fact, inefficient management and …

DMTC: optimize energy consumption in dynamic wireless sensor network based on fog computing and fuzzy multiple attribute decision‐making

A Varmaghani, A Matin Nazar… - Wireless …, 2021 - Wiley Online Library
Advances in wireless technologies and small computing devices, wireless sensor networks
can be superior technology in many applications. Energy supply constraints are one of the …

An energy proficient load balancing routing scheme for wireless sensor networks to maximize their lifespan in an operational environment

M Adil, R Khan, J Ali, BH Roh, QTH Ta… - IEEE Access, 2020 - ieeexplore.ieee.org
Owing to the limited resources of sensor nodes, we propose an efficient hybrid routing
scheme using a dynamic cluster-based static routing protocol (DCBSRP), leveraging the ad …

An energy efficient clustered gravitational and fuzzy based routing algorithm in WSNs

M Selvi, SVN Santhosh Kumar, S Ganapathy… - Wireless Personal …, 2021 - Springer
Wireless sensor networks consist of many tiny sensor nodes which are deployed in various
geographical locations for sensing the normal spectacles and also to transmit the collected …