Uncertainty‐Aware Sensor Network Deployment

M. Senouci A. Mellouk 1 L. Oukhellou A. Aissani
1 CIR
LISSI - Laboratoire Images, Signaux et Systèmes Intelligents
Abstract : In this paper, we address the issue of handling uncertainty and information fusion for an efficient WSN deployment. We present a flexible framework for collaborative target detection within the transferable belief model. Using the developed framework, we propose an uncertainty-aware deployment algorithm that is able to determine the minimum number of sensors and their locations such that full area coverage is achieved. The issues of connectivity, obstacles, preferential coverage, challenging environments and sensor reliability are also discussed. Experimental results are provided to demonstrate the ability of our approach to achieve an efficient sensor deployment by exploiting a collaborative target detection scheme.
Type de document :
Communication dans un congrès
Proc. Of the IEEE Global Communications Conference (GLOBECOM), 2011, Houston, United States. pp.1-5, 2011
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https://hal.archives-ouvertes.fr/hal-01678638
Contributeur : Lab Lissi <>
Soumis le : mardi 9 janvier 2018 - 11:52:49
Dernière modification le : mercredi 20 février 2019 - 22:56:23

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  • HAL Id : hal-01678638, version 1

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M. Senouci, A. Mellouk, L. Oukhellou, A. Aissani. Uncertainty‐Aware Sensor Network Deployment. Proc. Of the IEEE Global Communications Conference (GLOBECOM), 2011, Houston, United States. pp.1-5, 2011. 〈hal-01678638〉

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