An Energy Consumption Control Scheme Based on Radial Basis Function in Wireless Sensor Networks

B Liu - … Conference on Intelligent Transportation, Big Data & …, 2019 - ieeexplore.ieee.org
Wireless sensor network node is resource constrained and difficult to replace its power. How
to reduce energy consumption effectively is the practical problem. Existing literatures most …

Neural network based energy conservation for wireless sensor network

UM Kulkarni, DV Kulkarni… - … Conference On Smart …, 2017 - ieeexplore.ieee.org
One of the challenge of today's Wireless Networks involves parameter optimization.
However the task is hard due to vibrant and changing environmental conditions. There is …

ReLeC: A Reinforcement Learning‐Based Clustering‐Enhanced Protocol for Efficient Energy Optimization in Wireless Sensor Networks

T Sharma, A Balyan, R Nair, P Jain… - Wireless …, 2022 - Wiley Online Library
Wireless sensor networks (WSNs) are a widely studied area in the field of networked
embedded computing. They are made up of several sensor nodes, which keep track of a …

Energy Efficient Hybrid Technique Based on Dynamic Clustering in Wireless Sensor Network

N Dahda, M Sindhwani, C Singh - … International Conference on …, 2018 - ieeexplore.ieee.org
Wireless sensor network consists of many sensor nodes which are deployed in the well-
organized network. It is a type of ad-hoc network. WSN is data centric and self-configuring …

Energy-balanced clustering algorithm for software-defined wireless sensor networks

Z Haosen, W Muqing, L Boyang - 2019 IEEE 5th international …, 2019 - ieeexplore.ieee.org
The energy supply of sensor nodes is limited, and the sensor nodes near the sink node
usually die out earlier than other nodes which causes the imbalance of energy consumption …

Energy-efficient architecture for wireless sensor networks in healthcare applications

N Saleh, A Kassem, AM Haidar - IEEE access, 2018 - ieeexplore.ieee.org
The need to deploy wireless sensor networks (WSNs) for real-world applications, such as
mobile multimedia for healthcare organizations, is increasing spectacularly. However, the …

Multi-stage clustering algorithm for energy optimization in wireless sensor networks

IE Agbehadji, RC Millham, SJ Fong, JJ Jung… - Soft Computing in Data …, 2019 - Springer
Clustering technique is one of the approach to optimize energy consumption, balance load
and increase lifetime of networks in wireless sensor network (WSN). In this paper, a novel …

Minimizing energy consumption based on neural network in clustered wireless sensor networks

N Vadivelan, A Ramamurthy… - … of Computational and …, 2019 - ingentaconnect.com
Wireless sensor networks were organized with the collections of sensor nodes for the
purpose of monitoring physical phenomenon such as temperature, humidity and seismic …

Energy efficiency optimization in clustered wireless sensor networks via machine learning algorithms

TSR Perumal, V Muthumanikandan… - … Learning and Deep …, 2021 - taylorfrancis.com
In recent years, wireless sensor networks (WSNs) have had a significant role, and the era
has focused most importantly on the technical limitations with respect to sensor networks …

Fuzzy Logic Based Clustering for Energy Efficiency in Wireless Sensor Networks

B Rout, IB Prasad, Yogita, V Pal - Conference Proceedings of …, 2021 - Springer
For wireless sensor network (WSN) many routing protocols are proposed to reduce energy
consumption. Clustering methodology has been used in WSN for increasing the longevity of …