A multi-sensor fusion scheme to increase life autonomy of elderly people with cognitive problems

Hernández Peñaloza, Gustavo Adolfo; Belmonte Hernández, Alberto; Quintana González, Marcos y Álvarez García, Federico (2017). A multi-sensor fusion scheme to increase life autonomy of elderly people with cognitive problems. "IEEE Access", v. 6 (n. 99); pp. 12775-12789. ISSN 2169-3536. https://doi.org/10.1109/ACCESS.2017.2735809.

Descripción

Título: A multi-sensor fusion scheme to increase life autonomy of elderly people with cognitive problems
Autor/es:
  • Hernández Peñaloza, Gustavo Adolfo
  • Belmonte Hernández, Alberto
  • Quintana González, Marcos
  • Álvarez García, Federico
Tipo de Documento: Artículo
Título de Revista/Publicación: IEEE Access
Fecha: 3 Agosto 2017
Volumen: 6
Materias:
Palabras Clave Informales: Abnormal Behavior Detection, Healthcare, WSN, Multi-modal Fusion, Depth Sensors
Escuela: E.T.S.I. Telecomunicación (UPM)
Departamento: Señales, Sistemas y Radiocomunicaciones
Licencias Creative Commons: Reconocimiento - Sin obra derivada - No comercial

Texto completo

[img]
Vista Previa
PDF (Document Portable Format) - Se necesita un visor de ficheros PDF, como GSview, Xpdf o Adobe Acrobat Reader
Descargar (2MB) | Vista Previa

Resumen

Elderly people care is a major challenge for the smart-cities of future. This represents a valuable opportunity to develop scalable applications to cover the special needs in terms of health monitoring and accessibility for people with cognitive impairments. In this paper, a complete system to support daily activities of elderly people based on a multi-sensor scheme is presented. This system is intended to be deployed not only at home, but also at crowded places, such as daily care centers. A multi-layer architecture is drawn to ensure system modularity and interoperability of heterogeneous data with concurrent services. The proposed system includes a set of algorithms for data gathering and processing to detect abnormal events in the considered scenarios. The experiments performed in real scenarios have led to a good performance of the algorithms proposed as well as high accuracy in event detection for both environments.

Proyectos asociados

TipoCódigoAcrónimoResponsableTítulo
Horizonte 2020690090ICT4LifeArtica Telemedicina, S.L.ICT services for Life Improvement For the Elderly

Más información

ID de Registro: 50648
Identificador DC: http://oa.upm.es/50648/
Identificador OAI: oai:oa.upm.es:50648
Identificador DOI: 10.1109/ACCESS.2017.2735809
URL Oficial: http://ieeexplore.ieee.org/document/8000564/
Depositado por: Memoria Investigacion
Depositado el: 12 May 2018 11:48
Ultima Modificación: 12 May 2018 11:48
  • GEO_UP4
  • Open Access
  • Open Access
  • Sherpa-Romeo
    Compruebe si la revista anglosajona en la que ha publicado un artículo permite también su publicación en abierto.
  • Dulcinea
    Compruebe si la revista española en la que ha publicado un artículo permite también su publicación en abierto.
  • Recolecta
  • InvestigaM
  • Observatorio I+D+i UPM
  • OpenCourseWare UPM