Integration of multisensor hybrid reasoners to support personal autonomy in the smart home.

Valero Duboy, Miguel Angel and Bravo Rodríguez, José and García Chamizo, Juan Manuel and López de Ipiña, Diego (2014). Integration of multisensor hybrid reasoners to support personal autonomy in the smart home.. "Sensors", v. 14 (n. 9); pp. 17313-17330. ISSN 1424-8220. https://doi.org/10.3390/s140917313.

Description

Title: Integration of multisensor hybrid reasoners to support personal autonomy in the smart home.
Author/s:
  • Valero Duboy, Miguel Angel
  • Bravo Rodríguez, José
  • García Chamizo, Juan Manuel
  • López de Ipiña, Diego
Item Type: Article
Título de Revista/Publicación: Sensors
Date: September 2014
ISSN: 1424-8220
Volume: 14
Subjects:
Freetext Keywords: Ambient Assisted Living; intelligent systems; sensors networks; smart home
Faculty: E.T.S.I. y Sistemas de Telecomunicación (UPM)
Department: Ingeniería Telemática y Electrónica
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

The deployment of the Ambient Intelligence (AmI) paradigm requires designing and integrating user-centered smart environments to assist people in their daily life activities. This research paper details an integration and validation of multiple heterogeneous sensors with hybrid reasoners that support decision making in order to monitor personal and environmental data at a smart home in a private way. The results innovate on knowledge-based platforms, distributed sensors, connected objects, accessibility and authentication methods to promote independent living for elderly people. TALISMAN+, the AmI framework deployed, integrates four subsystems in the smart home: (i) a mobile biomedical telemonitoring platform to provide elderly patients with continuous disease management; (ii) an integration middleware that allows context capture from heterogeneous sensors to program environment¿s reaction; (iii) a vision system for intelligent monitoring of daily activities in the home; and (iv) an ontologies-based integrated reasoning platform to trigger local actions and manage private information in the smart home. The framework was integrated in two real running environments, the UPM Accessible Digital Home and MetalTIC house, and successfully validated by five experts in home care, elderly people and personal autonomy.

More information

Item ID: 35758
DC Identifier: http://oa.upm.es/35758/
OAI Identifier: oai:oa.upm.es:35758
DOI: 10.3390/s140917313
Official URL: http://www.mdpi.com/1424-8220/14/9/17313
Deposited by: Memoria Investigacion
Deposited on: 09 Feb 2016 16:51
Last Modified: 09 Feb 2016 16:51
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