Using Deep Learning Technology Based Energy-Saving For Software Defined Wireless Sensor Networks (SDWSN) Framework

SM Alqaraghuli, O Karan - … Journal of Artificial …, 2024 - journals.mesopotamian.press
This paper discusses the significance of Wireless Sensor Networks (WSNs) in collecting
critical data from various environments, highlighting the challenges presented by the limited …

Extending wireless sensor networks' lifetimes using deep reinforcement learning in a software-defined network architecture

Z Abbood, M Shuker, Ç Aydın… - Academic Platform-Journal …, 2021 - dergipark.org.tr
Routing packets in a Wireless Sensor Network (WSN) is a challenging task, according to the
limited resources available on the nodes of these networks, especially their energy sources …

Improving the software-defined wireless sensor networks routing performance using reinforcement learning

MU Younus, MK Khan, AR Bhatti - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Software-defined networking (SDN) is an emerging architecture used in many applications
because of its flexible architecture. It is expected to become an essential enabler for the …

SSDWSN: A Scalable Software-Defined Wireless Sensor Networks

M Alsaeedi, MM Mohamad, A Al-Roubaiey - IEEE Access, 2024 - ieeexplore.ieee.org
In multi-hop wireless sensor networks (WSNs), sensors operate autonomously and
independently make routing decisions. However, these devices are often located in remote …

[HTML][HTML] SD-EAR: Energy aware routing in software defined wireless sensor networks

A Banerjee, DMA Hussain - Applied Sciences, 2018 - mdpi.com
In today's internet-of-things (IoT) environment, wireless sensor networks (WSNs) have many
advantages, with broad applications in different areas including environmental monitoring …

Analysis of energy-efficient techniques for SDWSN energy usage optimization

I Mathebula, B Isong, N Gasela… - 2020 2nd …, 2020 - ieeexplore.ieee.org
Software-Defined Wireless Sensor Networks (SDWSN) has received significant attention in
recent years due to its inherent challenges such as network security, trust management …

Enhancing Routing Performance in Software-Defined Wireless Sensor Networks through Reinforcement Learning

NP Sable, VU Rathod, MD Salunke, HB Jadhav… - International Journal of …, 2023 - ijisae.org
Abstract Software-Defined Networking (SDN) has swiftly taken over networks in data
centers, telecommunications companies, and organizations because to its programmable …

Energy-efficient monitoring in software defined wireless sensor networks using reinforcement learning: A prototype

R Huang, X Chu, J Zhang… - International Journal of …, 2015 - journals.sagepub.com
Software defined wireless networks (SDWNs) present an innovative framework for
virtualized network control and flexible architecture design of wireless sensor networks …

[HTML][HTML] Proposition and real-time implementation of an energy-aware routing protocol for a software defined wireless sensor network

MU Younus, S Islam, SW Kim - Sensors, 2019 - mdpi.com
A wireless sensor network (WSN) has achieved significant importance in tracking different
physical or environmental conditions using wireless sensor nodes. Such types of networks …

A Survey on Software-Defined Wireless Sensor Networks: Current status, machine learning approaches and major challenges

FFJ Lasso, L Marchegiani, JF Jurado, AA Mahfouz… - Authorea …, 2023 - techrxiv.org
Wireless Sensor Networks (WSNs), which are enablers of the Internet of Things (IoT)
technology, are typically used en-masse in widely physically distributed applications to …