On the interest of Artificial Intelligence approaches in solving the IoT coverage problem
S Mnasri, M Alghamdi - Ad Hoc Networks, 2023 - Elsevier
This survey deals with the 3D indoor deployment in IoT collection networks to identify the
right locations of the IoT connected objects and, subsequently, to manage the coverage …
right locations of the IoT connected objects and, subsequently, to manage the coverage …
IoT networks 3D deployment using hybrid many-objective optimization algorithms
When resolving many-objective problems, multi-objective optimization algorithms encounter
several difficulties degrading their performances. These difficulties may concern the …
several difficulties degrading their performances. These difficulties may concern the …
Distributed approach for the indoor deployment of wireless connected objects by the hybridization of the Voronoi diagram and the Genetic Algorithm
IoT data collection networks have recently become one of the important research areas due
to their fundamental role and wide application in many domains. The establishment of …
to their fundamental role and wide application in many domains. The establishment of …
Genetic-Voronoi algorithm for coverage of IoT data collection networks
W Abdallah, T Val - 2020 30th International Conference on …, 2020 - ieeexplore.ieee.org
IoT data collection networks, formerly known as wireless sensor networks, have become one
of the most active areas of research in the field of information technology. The deployment of …
of the most active areas of research in the field of information technology. The deployment of …
3D indoor redeployment in IoT collection networks: A real prototyping using a hybrid PI-NSGA-III-VF
The 3D indoor redeployment of connected objects in IoT collection networks is a complex
problem that influences the overall performance of the network. In this paper, we aim to …
problem that influences the overall performance of the network. In this paper, we aim to …
Area coverage strategy in IoT networks based on redeployment, descriptive statistics, correlation and regression parameters
Both minimal set cover and maximum coverage are known to be NP-Hard when using
homogeneous and heterogeneous wireless sensor networks due to the lack of knowledge of …
homogeneous and heterogeneous wireless sensor networks due to the lack of knowledge of …
A comparative analysis with validation of NSGA-III and MOEA/D in resolving the 3D indoor redeployment problem in DL-IoT
Compared to the two-dimensional one, the three-dimensional deployment in WSNs
(wireless sensor networks) is more complex and real. In this paper, the problem of 3D …
(wireless sensor networks) is more complex and real. In this paper, the problem of 3D …
Multi-metric optimization with a new metaheuristic approach developed for 3D deployment of multiple drone-BSs
R Ozdag - Peer-to-Peer Networking and Applications, 2022 - Springer
Abstract The use of Unmanned Aerial Vehicles (UAVs) as mobile Base Stations (BSs) in
wireless communication has been claimed to be an effective technique for services planned …
wireless communication has been claimed to be an effective technique for services planned …
An efficient 3-D positioning approach to minimize required UAVs for IoT network coverage
Using unmanned aerial vehicles (UAVs) to cover users in wireless networks has increased
in recent years. Deploying UAVs in appropriate positions is important to cover users and …
in recent years. Deploying UAVs in appropriate positions is important to cover users and …
Maximizing coverage and maintaining connectivity in WSN and decentralized IoT: an efficient metaheuristic-based method for environment-aware node deployment
S Nematzadeh, M Torkamanian-Afshar… - Neural Computing and …, 2023 - Springer
The node deployment problem is a non-deterministic polynomial time (NP-hard). This study
proposes a new and efficient method to solve this problem without the need for predefined …
proposes a new and efficient method to solve this problem without the need for predefined …