Wireless sensor networks in agriculture through machine learning: A survey

MM Rahaman, M Azharuddin - Computers and Electronics in Agriculture, 2022 - Elsevier
This survey paper describes the concept of Wireless Sensor Networks (WSNs), Machine
Learning (ML) and their applications on various fields of smart agriculture. Here we first …

[HTML][HTML] Internet of everything (IoE) taxonomies: A survey and a novel knowledge-based taxonomy

VC Farias da Costa, L Oliveira, J de Souza - Sensors, 2021 - mdpi.com
The paradigm of the Internet of everything (IoE) is advancing toward enriching people's lives
by adding value to the Internet of things (IoT), with connections among people, processes …

[HTML][HTML] Localization of sensor nodes in wireless sensor networks using bat optimization algorithm with enhanced exploration and exploitation characteristics

SS Mohar, S Goyal, R Kaur - The Journal of Supercomputing, 2022 - Springer
Wireless sensor networks (WSNs) contain sensor nodes in enormous amount to accumulate
the information about the nearby surroundings, and this information is insignificant until the …

[HTML][HTML] Survey of localization for internet of things nodes: Approaches, challenges and open issues

S Ghorpade, M Zennaro, B Chaudhari - Future Internet, 2021 - mdpi.com
With exponential growth in the deployment of Internet of Things (IoT) devices, many new
innovative and real-life applications are being developed. IoT supports such applications …

Localization optimization in WSNs using meta-heuristics optimization algorithms: a survey

Z Lalama, S Boulfekhar, F Semechedine - Wireless Personal …, 2022 - Springer
Abstract In Wireless Sensor Networks, node localization is one of the most important system
parameters. Determining the exact position of nodes in these networks is one of vital and …

Energy-efficient routing protocol for underwater wireless sensor networks using a hybrid metaheuristic algorithm

B Saemi, F Goodarzian - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
Energy-efficient routing protocols for Underwater Wireless Sensor Networks (UWSNs) have
become critical in recent years for the intelligent and reliable collection of data from the seas …

On-device indoor positioning: A federated reinforcement learning approach with heterogeneous devices

F Dou, J Lu, T Zhu, J Bi - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
The widespread deployment of machine learning techniques in ubiquitous computing
environments has sparked interests in exploiting the vast amount of data stored on mobile …

RSSI-based geometric localization in wireless sensor networks

A Achroufene - The Journal of Supercomputing, 2023 - Springer
Node localization is an essential aspect of wireless sensor networks (WSNs). There are
mainly two types of localization algorithms used to compute the position of the node, namely …

Towards a better indoor positioning system: A location estimation process using artificial neural networks based on a semi-interpolated database

B Sulaiman, E Natsheh, S Tarapiah - Pervasive and Mobile Computing, 2022 - Elsevier
Abstract The Wi-Fi-fingerprinting positioning method is used widely in indoor positioning
environments due to its simplicity and wide coverage. However, in the offline phase of the …

An optimized sensor node localization approach for wireless sensor networks using RSSI

Shilpi, PR Gautam, S Kumar, A Kumar - The Journal of Supercomputing, 2023 - Springer
This article offers an efficient isosceles layout model for node deployment, and a parameter-
less Jaya algorithm is also proposed as a solution to the sensor node localization issue in …