Machine learning for coverage optimization in wireless sensor networks: a comprehensive review

OS Egwuche, A Singh, AE Ezugwu, J Greeff… - Annals of Operations …, 2023 - Springer
In the context of wireless sensor networks (WSNs), the utilization of artificial intelligence (AI)-
based solutions and systems is on the ascent. These technologies offer significant potential …

Designing a Surveillance Sensor Network with Information Clearinghouse for Advanced Air Mobility

EF Dulia, SAM Shihab - Sensors, 2024 - mdpi.com
To ensure safe, secure, and efficient advanced air mobility (AAM) operations, an AAM
surveillance network is needed to detect and track AAM traffic. Additionally, a cloud-based …

Optimal selection of benchmarking datasets for unbiased machine learning algorithm evaluation

JLJ Pereira, K Smith-Miles, MA Muñoz… - Data Mining and …, 2024 - Springer
Whenever a new supervised machine learning (ML) algorithm or solution is developed, it is
imperative to evaluate the predictive performance it attains for diverse datasets. This is done …

A fuzzy/possibility approach for area coverage in wireless sensor networks

A Boualem, C De Runz, M Ayaida, H Akdag - Soft Computing, 2023 - Springer
The literature approaches, devoted to sensor improve network coverage, are deterministic in
terms of deployment environment and node configuration parameters. Nevertheless, this …

Towards trajectory prediction-based uav deployment in smart transportation systems

F Liang, X Liu, NA Kose… - 2023 32nd International …, 2023 - ieeexplore.ieee.org
A smart transportation system (ie, intelligent transportation system) refers to a transportation
critical infrastructure system that integrates advanced technologies (eg, networking …

An Optimised Indoor Deployment of Visual Sensor Networks

Y Faga, W Abdou, J Dubois - 2022 16th International …, 2022 - ieeexplore.ieee.org
This paper deals with the problem of deploying a sensor network to monitor an area. More
specifically, we consider sensor nodes that are equipped with smart cameras. We refer to …

Sensor Topology Optimization in Dense IoT Environments by Applying Neural Network Configuration

G Papastergiou, A Xenakis, C Chaikalis, D Kosmanos… - Sensors, 2023 - mdpi.com
In dense IoT deployments of wireless sensor networks (WSNs), sensor placement,
coverage, connectivity, and energy constraints determine the overall network lifetime. In …

Performance analysis of PSO for solving coverage problem in WSN

PP Bhat, V Geetha - 2023 Third International Conference on …, 2023 - ieeexplore.ieee.org
A Wireless Sensor Network consists of a large number of nodes which gather information
from the surroundings and transmit it to other sensor nodes in the network. To maximize this …

Deployment Of Visual Sensor Networks For Redundant Data Acquisition

Y Faga, F Tossa, W Abdou… - 2023 17th International …, 2023 - ieeexplore.ieee.org
This paper deals with the problem of deploying a sensor network to monitor an area. More
specifically, we consider sensor nodes that are equipped with smart cameras. We refer to …

Optimisation de la couverture d'une zone plane sous la contrainte de connectivité dans les réseaux de capteurs sans fil

F Tossa - 2022 - theses.hal.science
Un réseau de capteurs sans fil est constitué d'un ensemble de petites unités autonomes qui
interagissent via un réseau construit par leurs modules de communication. Ils observent leur …