Machine learning supported nano-router localization in wnsns

Ö Güleç - Sakarya University Journal of Science, 2023 - dergipark.org.tr
Sensing data from the environment is a basic process for the nano-sensors on the network.
This sensitive data need to be transmitted to the base station for data processing. In Wireless …

Development of Fused Recurrent Neural Network‐Gated Recurrent Unit with Improved Sandpiper Optimization‐based Intelligent Node Localization Framework in …

A Raghuvanshi, A Kumar, N Chandra - International Journal of … - Wiley Online Library
Employing mobile nodes or Sensor Nodes (SN) in the Wireless Sensor Networks (WSNs) is
a critical task within the coverage area. However, these techniques produce huge errors in …

Localization algorithms based on hop counting for wireless nano-sensor networks

H Tran-Dang, N Krommenacker… - … Conference on Indoor …, 2014 - ieeexplore.ieee.org
Wireless Nano-Sensor networks (WNSN) consist of nanosensors equipped with
nanotransceivers and nanoantennas to operate in Terahertz frequency band (0.1–10THz) …

Node localization in WSN and IoT using Harris hawks optimization algorithm

M Mihoubi, A Rahmoun… - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
During the last decade Wireless Sensor Networks and IoT have taken an overwhelming
place in engineering and environmental applications. Thus, with growing interest in large …

Node Localization in Range-Free 3D-WSNs Using New DV-Hop Algorithm Based Machine Learning Techniques

O Liouane, S Femmam, T Bakir… - Proceedings of the 2022 …, 2022 - dl.acm.org
In many Wireless Sensor Network (WSN) applications, location is critical. Another intriguing
aspect of the acquired data is the ability to obtain exact information about sensors' locations …

An active model for ranging by deep convolutional neural network and elephant herding optimization algorithm (DCNN-EHOA) in WSNs

A Rajasekhar Reddy, A Narayana Rao - International Journal of …, 2022 - emerald.com
Purpose In modern technology, the wireless sensor networks (WSNs) are generally most
promising solutions for better reliability, object tracking, remote monitoring and more, which …

[HTML][HTML] Efficient Node Localization on Sensor Internet of Things Networks Using Deep Learning and Virtual Node Simulation

V Kanwar, O Aydin - Electronics, 2024 - mdpi.com
Localization is a primary concern for wireless sensor networks as numerous applications
rely on the precise position of nodes. This paper presents a precise deep learning (DL) …

[HTML][HTML] Effectiveness of Data Augmentation for Localization in WSNs Using Deep Learning for the Internet of Things

J Esheh, S Affes - Sensors, 2024 - mdpi.com
Wireless sensor networks (WSNs) have become widely popular and are extensively used for
various sensor communication applications due to their flexibility and cost effectiveness …

[HTML][HTML] Localization in wireless sensor network using machine learning optimal trained deep neural network by parametric analysis

S Kagi, BS Mathapati - Measurement: Sensors, 2022 - Elsevier
Sensor nodes (SNs), which are a component of wireless sensor devices, have several uses
in monitoring and surveillance. To perform location-based routing, the sensor nodes must be …

Network model for improved localization performance in uwsn: A node deployment perceptive

TT Manikandan, R Sukumaran… - 2020 4th …, 2020 - ieeexplore.ieee.org
Underwater Wireless Sensor Networks (UWSNs), is one of the stat-of-the-art research areas
if the present day oceanography domain is concerned due to the kind of support it offers for …