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8th International Conference on Pervasive Computing Technologies for Healthcare

Research Article

Ambient Activity Monitoring for Medical Applications in Multi-Person Households

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BibTeX Plain Text
  • @INPROCEEDINGS{10.4108/icst.pervasivehealth.2014.255794,
        author={Sebastian M\'{y}ller},
        title={Ambient Activity Monitoring for Medical Applications in Multi-Person Households},
        proceedings={8th International Conference on Pervasive Computing Technologies for Healthcare},
        publisher={ICST},
        proceedings_a={PERVASIVEHEALTH},
        year={2014},
        month={7},
        keywords={multi target tracking multi hypothesis tracking ambient assisted living activity monitoring ambient sensors},
        doi={10.4108/icst.pervasivehealth.2014.255794}
    }
    
  • Sebastian Müller
    Year: 2014
    Ambient Activity Monitoring for Medical Applications in Multi-Person Households
    PERVASIVEHEALTH
    ACM
    DOI: 10.4108/icst.pervasivehealth.2014.255794
Sebastian Müller,*
    *Contact email: sebastian.mueller@offis.de

    Abstract

    This paper outlines doctoral research towards automated activity monitoring in the home, including past results and future plans. The aim of this research is to understand the possibilities and limitations of automated, or “unsupervised”, approaches to ambient activity monitoring. Numerous applications of ambient activity monitoring, from care assessments to rehabilitation monitoring, have been developed in the past, but most approaches require complex calibration routines or are limited to single-person households. Furthermore, the requirements and theoretical limits of these approaches, such as sensor density and inhabitant-sensor-ratio, have not been studied.

    Keywords
    multi target tracking multi hypothesis tracking ambient assisted living activity monitoring ambient sensors
    Published
    2014-07-23
    Publisher
    ICST
    http://dx.doi.org/10.4108/icst.pervasivehealth.2014.255794
    Copyright © 2014–2025 ICST
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