Skip to Main content Skip to Navigation
Theses

Contributions to the optimized deployment of connected sensors on the Internet of Things collection networks

Sami Mnasri 1
1 IRIT-RMESS - Réseaux, Mobiles, Embarqués, Sans fil, Satellites
IRIT - Institut de recherche en informatique de Toulouse
Abstract : IoT collection networks raise many optimization problems; in particular because the sensors have limited capacity in energy, processing and memory. In order to improve the performance of the network, we are interested in a contribution related to the optimization of the 3D indoor deployment of nodes using multi-objective mathematics models relying on hybrid meta-heuristics. Therefore, our main objective is to propose hybridizations and modifications of the optimization algorithms to achieve the appropriate 3D positioning of the nodes in the wireless sensor networks with satisfaction of a set of constraints and objectives that are often antagonistic. We propose to focus our contribution on meta-heuristics hybridized and combined with procedures to reduce dimensionality and to incorporate user preferences. These hybridization schemes are all validated by numerical tests. Then, we proposed simulations that are completed by, and confronted with experiments on real testbeds.
Complete list of metadata

Cited literature [152 references]  Display  Hide  Download

https://tel.archives-ouvertes.fr/tel-02447194
Contributor : Abes Star :  Contact Connect in order to contact the contributor
Submitted on : Tuesday, January 21, 2020 - 2:34:09 PM
Last modification on : Tuesday, October 19, 2021 - 2:24:21 PM
Long-term archiving on: : Wednesday, April 22, 2020 - 5:38:36 PM

File

Mnasri_Sami.pdf
Version validated by the jury (STAR)

Identifiers

  • HAL Id : tel-02447194, version 1

Citation

Sami Mnasri. Contributions to the optimized deployment of connected sensors on the Internet of Things collection networks. Networking and Internet Architecture [cs.NI]. Université Toulouse le Mirail - Toulouse II, 2018. English. ⟨NNT : 2018TOU20046⟩. ⟨tel-02447194⟩

Share

Metrics

Record views

189

Files downloads

602