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Authors: Thomas Frenken ; Enno-E. Steen ; Melina Brell ; Wolfgang Nebel and Andreas Hein

Affiliation: OFFIS - Institute for Information Technology, Germany

Keyword(s): Mobility Assessment, Motion Patterns, Path-Planning, Self-Selected Gait Velocity, Telemonitoring

Abstract: A novel approach to continuous and unobtrusive detection of motion patterns in domestic environments is presented. Motion patterns refer to motion primitives which can be detected via presence events emitted by ambient sensors. The approach enables adaption of the system to heterogeneous environments by building upon two pieces of information: a 2D/3D floor plan of the environment and a definition of available sensors. Using this input the system is capable of generating all information required for the monitoring. This minimizes effort for adaption of the system to other environments. A path-planning algorithm is used to automatically detect possible motion patterns and their length within the environment. A generated sensor-graph and finite state machines enable effective processing of sensor events on a common set-top-box. An experiment with 15 participants was conducted. The system is especially suitable for unobtrusive long-term trend analysis in self-selected gait velocity and does not require direct interaction with people monitored. (More)

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Paper citation in several formats:
Frenken, T.; Steen, E.; Brell, M.; Nebel, W. and Hein, A. (2011). Motion Pattern Generation and Recognition for Mobility Assessments in Domestic Environments. In Proceedings of the 1st International Living Usability Lab Workshop on AAL Latest Solutions, Trends and Applications (BIOSTEC 2011) - AAL; ISBN 978-989-8425-39-3, SciTePress, pages 3-12. DOI: 10.5220/0003299400030012

@conference{aal11,
author={Thomas Frenken. and Enno{-}E. Steen. and Melina Brell. and Wolfgang Nebel. and Andreas Hein.},
title={Motion Pattern Generation and Recognition for Mobility Assessments in Domestic Environments},
booktitle={Proceedings of the 1st International Living Usability Lab Workshop on AAL Latest Solutions, Trends and Applications (BIOSTEC 2011) - AAL},
year={2011},
pages={3-12},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003299400030012},
isbn={978-989-8425-39-3},
}

TY - CONF

JO - Proceedings of the 1st International Living Usability Lab Workshop on AAL Latest Solutions, Trends and Applications (BIOSTEC 2011) - AAL
TI - Motion Pattern Generation and Recognition for Mobility Assessments in Domestic Environments
SN - 978-989-8425-39-3
AU - Frenken, T.
AU - Steen, E.
AU - Brell, M.
AU - Nebel, W.
AU - Hein, A.
PY - 2011
SP - 3
EP - 12
DO - 10.5220/0003299400030012
PB - SciTePress

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