A Genetic–based Localization Algorithm for Elderly People in Smart Cities - Inria - Institut national de recherche en sciences et technologies du numérique Accéder directement au contenu
Communication Dans Un Congrès Année : 2016

A Genetic–based Localization Algorithm for Elderly People in Smart Cities

Résumé

In the context of aging populations, maintaining persons at home represents one of the solutions seriously considered. In France, one person among three will be over 60 years in 2050, against one among five in 2005. Many works have investigated the monitoring of elderly peoples inside the institutions or homes (i.e. smart homes) but less in the outside. In this work, we investigate the outdoor monitoring for elderly in the context of smart cities. For this purpose, we focus our research on the problem of localizing the persons when they are outside. We propose an efficient algorithm in terms of rapidity, energy-saving, accuracy and cost. We improve the DV-Hop algorithm by using a genetic algorithm in the anchor selection step to efficiently recognize the location of the person and decrease the error rate.
Fichier principal
Vignette du fichier
cameraReadySeptembre2016WITHOUT_CopyRight.pdf (566.66 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-01372772 , version 1 (09-02-2017)

Identifiants

  • HAL Id : hal-01372772 , version 1

Citer

Zaineb Liouane, Tayeb Lemlouma, Philippe Roose, Frédéric Weis, Messaoud Hassani. A Genetic–based Localization Algorithm for Elderly People in Smart Cities. 14th ACM International Symposium on Mobility Management and Wireless Access, Nov 2016, Malta, Malta. ⟨hal-01372772⟩
457 Consultations
378 Téléchargements

Partager

Gmail Facebook X LinkedIn More