A Tabu Search WSN Deployment Method for Monitoring Geographically Irregular Distributed Events

Abstract : In this paper, we address the Wireless Sensor Network (WSN) deployment issue. We assume that the observed area is characterized by the geographical irregularity of the sensed events. Formally, we consider that each point in the deployment area is associated a differentiated detection probability threshold, which must be satisfied by our deployment method. Our resulting WSN deployment problem is formulated as a Multi-Objectives Optimization problem, which seeks to reduce the gap between the generated events detection probabilities and the required thresholds while minimizing the number of deployed sensors. To overcome the computational complexity of an exact resolution, we propose an original pseudo-random approach based on the Tabu Search heuristic. Simulations show that our proposal achieves better performances than several other approaches proposed in the literature. In the last part of this paper, we generalize the deployment problem by including the wireless communication network connectivity constraint. Thus, we extend our proposal to ensure that the resulting WSN topology is connected even if a sensor communication range takes small values.
Type de document :
Article dans une revue
Sensors, MDPI, 2009, 9 (3), pp.1625 - 1643. 〈10.3390/s90301625〉
Liste complète des métadonnées

https://hal.archives-ouvertes.fr/hal-00673910
Contributeur : Nadjib Aitsaadi <>
Soumis le : vendredi 24 février 2012 - 15:02:04
Dernière modification le : jeudi 7 février 2019 - 17:48:15

Lien texte intégral

Identifiants

Citation

Nadjib Aitsaadi, Nadjib Achir, Khaled Boussetta, Guy Pujolle. A Tabu Search WSN Deployment Method for Monitoring Geographically Irregular Distributed Events. Sensors, MDPI, 2009, 9 (3), pp.1625 - 1643. 〈10.3390/s90301625〉. 〈hal-00673910〉

Partager

Métriques

Consultations de la notice

159