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The 3D Redeployment of Nodes in Wireless Sensor Networks with Real Testbed Prototyping

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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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)
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 - INPT (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (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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Deposited By: IRIT IRIT
Deposited On:01 Oct 2018 13:46

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