دورية أكاديمية
In-home monitoring system based on WiFi fingerprints for ambient assisted living
| العنوان: | In-home monitoring system based on WiFi fingerprints for ambient assisted living |
|---|---|
| المؤلفون: | Torres-Sospedra, Joaquín, Belmonte-Fernández, Óscar, Montoliu Colás, Raul, Trilles, Sergio, Calia, Andrea |
| المساهمون: | Generalitat Valenciana (Grant ACIF/2012/112) |
| بيانات النشر: | IOS |
| سنة النشر: | 2017 |
| المجموعة: | Repositori Universitat Jaume I (Repositorio UJI) |
| مصطلحات موضوعية: | ambient assisted living, in-home monitoring, indoor positioning, WiFi fingerprinting |
| الوصف: | This paper presents an in-home monitoring system based on WiFi fingerprints for Ambient Assisted Living. WiFi fingerprints are used to continuously locate a patient at the different rooms in her/his home. The experiments performed provide a correctly location rate of 96% in the best case of all studied scenarios. The behavior obtained by location monitoring allows to detect anomalous behavior such as long stays in rooms out of the common schedule. The main characteristics of the presented system are: a) it is robust enough to work without an own WiFi access point, which in turn means a very affordable solution; b) low obtrusiveness, as it is based on the use of a mobile phone; c) highly interoperable with other wireless connections (bluetooth, RFID) present in current mobile phones; d) alarms are triggered when any anomalous behavior is detected. |
| نوع الوثيقة: | article in journal/newspaper |
| وصف الملف: | application/pdf |
| اللغة: | English |
| العلاقة: | https://content.iospress.com/articles/journal-of-ambient-intelligence-and-smart-environments/ais450Test; TORRES-SOSPEDRA, Joaquín, et al. In-home monitoring system based on WiFi fingerprints for ambient assisted living. Journal of Ambient Intelligence and Smart Environments, 2017, vol. 9, no 5, p. 543-560.; http://hdl.handle.net/10234/169944Test; http://dx.doi.org/10.3233/AIS-170450Test |
| DOI: | 10.3233/AIS-170450 |
| الإتاحة: | https://doi.org/10.3233/AIS-170450Test http://hdl.handle.net/10234/169944Test |
| حقوق: | Copyright ©2017 IOS Press All rights reserved. ; http://rightsstatements.org/vocab/InC/1.0Test/ ; info:eu-repo/semantics/openAccess |
| رقم الانضمام: | edsbas.966B9217 |
| قاعدة البيانات: | BASE |
| DOI: | 10.3233/AIS-170450 |
|---|