Journal article
Tracking Activities in Complex Settings Using Smart Environment Technologies
International journal of biosciences, psychiatry, and technology, Vol.1(1), pp.25-25
01/01/2009
Handle:
https://hdl.handle.net/2376/112747
PMCID: PMC2794487
PMID: 20019890
Abstract
The pervasive sensing technologies found in smart homes offer unprecedented opportunities for providing health monitoring and assistance to individuals experiencing difficulties living independently at home. A primary challenge that needs to be tackled to meet this need is the ability to recognize and track functional activities that people perform in their own homes and everyday settings. In this paper we look at approaches to perform real-time recognition of Activities of Daily Living. We enhance other related research efforts to develop approaches that are effective when activities are interrupted and interleaved. To evaluate the accuracy of our recognition algorithms we assess them using real data collected from participants performing activities in our on-campus smart apartment testbed.
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Details
- Title
- Tracking Activities in Complex Settings Using Smart Environment Technologies
- Creators
- Geetika Singla - Washington State University, Pullman, WA, USADiane J CookMaureen Schmitter-Edgecombe
- Publication Details
- International journal of biosciences, psychiatry, and technology, Vol.1(1), pp.25-25
- Academic Unit
- Psychology, Department of; Electrical Engineering and Computer Science, School of
- Publisher
- India
- Grant note
- R21 DA024294-02 / NIDA NIH HHS
- Identifiers
- 99900547882401842
- Language
- English
- Resource Type
- Journal article