Mnasri, Sami and Van den Bossche, Adrien
and Nasri, Nejah and Val, Thierry
The 3D Redeployment of Nodes in Wireless Sensor Networks with Real Testbed Prototyping.
(2017)
In: International Conference on Ad Hoc Networks and Wireless (AdHoc-Now 2017), 20 September 2017 - 22 September 2017 (Messina, Italy).
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(Document in English)
PDF (Author's version) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader 259kB |
Official URL: https://doi.org/10.1007/978-3-319-67910-5_2
Abstract
The use of real prototyping systems allows implementing real-world deployments which permit evaluating new protocols, algorithms and network solutions. This study covers the problem of 3D indoor redeployment of connected objects in DL-IoT collection networks. The objective is to choose the right positions in which connected objects are added to an initial configuration, while optimizing a set of objectives. The approach used to solve this problem is based on a new hybrid optimization algorithm that combines a strategy of incorporation of user preferences (PI-EMO-VF) with a recent variant of the genetic algorithms (NSGA-III). The obtained numerical results and the real experiments on our testbed prove the effectiveness of the proposed approach compared to another recent optimization algorithm (MOEA/DD).
Item Type: | Conference or Workshop Item (Paper) |
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Additional Information: | Thanks to Springer editor. This papers appears in Volume 10517 of Lecture Notes in Computer Science ISSN : 0302-9743 ISBN: 978-3-319-67909-9 The original PDF is available at: https://link.springer.com/chapter/10.1007/978-3-319-67910-5_2 |
HAL Id: | hal-01913689 |
Audience (conference): | International conference proceedings |
Uncontrolled Keywords: | |
Institution: | French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE) Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE) Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE) Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE) Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE) Other partners > Université de Sfax (TUNISIA) |
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Statistics: | download |
Deposited On: | 01 Oct 2018 13:46 |
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