A comparative study of meta-heuristic algorithms for WSN deployment problem in indoor environments

K Zaimen, L Moalic, A Abouaissa… - 2023 IEEE Congress …, 2023 - ieeexplore.ieee.org
The wireless sensor deployment problem is one of the major issues in wireless sensor
networks (WSNs). It involves designing the optimal network topology within the deployment …

Multi-objective WSN deployment using genetic algorithms under cost, coverage, and connectivity constraints

MA Benatia, M Sahnoun, D Baudry, A Louis… - Wireless Personal …, 2017 - Springer
A wireless sensor network (WSN) deployment requires the identification of optimal network
nodes (sensor and sink) positions in an area of interest, to ensure the best network …

Metaheuristics for the deployment problem of WSN: A review

CW Tsai, PW Tsai, JS Pan, HC Chao - Microprocessors and Microsystems, 2015 - Elsevier
The deployment problem (DP) of a wireless sensor network (WSN) is no doubt a critical
issue because the strategies it takes will not only strongly impact the overall performance but …

[PDF][PDF] A Survey of Artificial Intelligence Based WSNs Deployment Techniques and Related Objectives Modeling

L MOALIC, A ABOUAISSA - hal.science
Recent advances in hardware and communication technologies have accelerated the
deployment of billions of wireless sensors. This transformation has created a wide range of …

MoEA-DeployWSN-SB: Three variants of multi-objective evolutionary algorithms for the deployment optimization strategy of a WSN in a smart building

NEH Benalia, I Si Hadj Mohand, S Ferhattaleb… - International Journal of …, 2022 - Springer
Wireless sensor networks (WSNs) have attracted wide attention of researchers in the last 20
years because of its essential role in countless applications. In this context, few research …

Wireless sensor network deployment optimisation based on coverage, connectivity and cost metrics

SE Bouzid, Y Serrestou, K Raoof… - … Journal of Sensor …, 2020 - inderscienceonline.com
Wireless sensor network (WSN) deployment is still facing many challenges. These
challenges are related to determining node positions that ensure a trade-off between …

A Hybrid Binary Grey Wolf Optimiser for WSN Deployment in Indoor Environments Based on BIM Database

K Zaimen, L Moalic, A Abouaissa… - 2024 IEEE Wireless …, 2024 - ieeexplore.ieee.org
Wireless Sensor Networks (WSNs) represent a key component in smart building systems. An
efficient WSN deployment involves selecting the most appropriate positions within the …

A survey of artificial intelligence based wsns deployment techniques and related objectives modeling

K Zaimen, L Moalic, A Abouaissa, L Idoumghar - IEEE Access, 2022 - ieeexplore.ieee.org
Recent advances in hardware and communication technologies have accelerated the
deployment of billions of wireless sensors. This transformation has created a wide range of …

A hybrid algorithm for optimal wireless sensor network deployment with the minimum number of sensor nodes

Y El Khamlichi, A Tahiri, A Abtoy, I Medina-Bulo… - Algorithms, 2017 - mdpi.com
Wireless sensor network (WSN) applications are rapidly growing and are widely used in
various disciplines. Deployment is one of the key issues to be solved in WSNs, since the …

[PDF][PDF] On Layout Optimization of Wireless Sensor Network Using Meta-Heuristic Approach.

A Akram, K Zafar, AN Mian, AR Baig… - Comput. Syst. Sci …, 2023 - cdn.techscience.cn
One of the important research issues in wireless sensor networks (WSNs) is the optimal
layout designing for the deployment of sensor nodes. It directly affects the quality of …