Experiments on the RSSI as a Range Estimator for Indoor Localization

Ndeye Amy Dieng 1, 2 Claude Chaudet 2, 3, * Maurice Charbit 4 Laurent Toutain 1 Tayeb Ben Meriem 5
* Auteur correspondant
3 Réseaux, Mobilité et Services
INFRES - Département Informatique et Réseaux / Network and Computer Science department, LTCI - Laboratoire Traitement et Communication de l'Information
5 Network Carrier/R&D
Orange Labs [Issy les Moulineaux]
Abstract : Indoor localization has been the subject of many studies and still remains a very difficult issue due to the presence of multiple paths, fading, shadowing and timely variations in the environment. This paper studies the use of the Received Signal Strength Indicator (RSSI) metric for range estimation in a wireless sensor network. We perform experimental studies which show that, despite a moderate antenna directivity (confirmed by experience in an anechoic chamber), the signal attenuation depends on both of the anchor node and the target node antennas orientation. We also show that the log normal shadow model, often used to model indoor propagation, is not accurate enough to capture irregularities in an office environment. In a 4mx3m office with five anchor nodes and one target node, a confidence interval of about 1m is reached by a maximum likelihood-based localization, only slightly better than random localization.
Type de document :
Communication dans un congrès
Wireless Sensor Networks: Architectures, Deployments and Trends (NTMS 2012 - WSN ADT), May 2012, Istanbul, Turkey. pp.1-5, 2012, 〈10.1109/NTMS.2012.6208722〉
Liste complète des métadonnées

https://hal.archives-ouvertes.fr/hal-00780007
Contributeur : Claude Chaudet <>
Soumis le : mardi 22 janvier 2013 - 22:26:40
Dernière modification le : jeudi 22 novembre 2018 - 14:40:59

Identifiants

Citation

Ndeye Amy Dieng, Claude Chaudet, Maurice Charbit, Laurent Toutain, Tayeb Ben Meriem. Experiments on the RSSI as a Range Estimator for Indoor Localization. Wireless Sensor Networks: Architectures, Deployments and Trends (NTMS 2012 - WSN ADT), May 2012, Istanbul, Turkey. pp.1-5, 2012, 〈10.1109/NTMS.2012.6208722〉. 〈hal-00780007〉

Partager

Métriques

Consultations de la notice

828