A Data Fusion Model for Ambient Assisted Living View Full Text


Ontology type: schema:Chapter     


Chapter Info

DATE

2016

AUTHORS

Javier Jiménez Alemán , Nayat Sánchez-Pi , Luis Marti , José Manuel Molina , Ana Cristina Bicharra Garcia

ABSTRACT

Ambient Assisted Living (AAL) is an emergent area that provides useful mechanisms that allows tracking elders through sensoring. For AAL systems, it is very important to provide information fusion techniques, which merge the information available in sensors available in different devices like the smartphones to infer possible risk situations for elders in outdoor environments. The Data Fusion Model is the most widely used method for categorizing data fusion-related functions. In previous works we have developed SafeRoute, an AAL system that pretends monitoring elders in their day-to-day daily living activities in outdoor environments. In this context, this paper presents a specific proposal of application of the JDL Data Fusion Model to tracking old persons in outdoor environments. We additionally present the social interaction model in the context of the SafeRoute system, showing the interactions between caregivers and elders and including new contextual elements to make more efficient the tracking process. More... »

PAGES

301-312

References to SciGraph publications

  • 2009. KopAL – A Mobile Orientation System for Dementia Patients in INTELLIGENT INTERACTIVE ASSISTANCE AND MOBILE MULTIMEDIA COMPUTING
  • 2015. SafeRoute: An Example of Multi-sensoring Tracking for the Elderly Using Mobiles on Ambient Intelligence in HIGHLIGHTS OF PRACTICAL APPLICATIONS OF AGENTS, MULTI-AGENT SYSTEMS, AND SUSTAINABILITY - THE PAAMS COLLECTION
  • Book

    TITLE

    Highlights of Practical Applications of Scalable Multi-Agent Systems. The PAAMS Collection

    ISBN

    978-3-319-39386-5
    978-3-319-39387-2

    Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1007/978-3-319-39387-2_25

    DOI

    http://dx.doi.org/10.1007/978-3-319-39387-2_25

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1023717090


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