Comparison of load cells and wrist-actigraphy for unobtrusive monitoring of sleep movements
| Autor: | Misha Pavel, André Gustavo Adami, Tamara L. Hayes, Adriana M. Adami |
|---|---|
| Rok vydání: | 2009 |
| Předmět: |
Adult
medicine.medical_specialty Engineering Remote patient monitoring business.industry Movement Polysomnography Continuous monitoring Biomedical Engineering Motion detection Actigraphy Torso Wrist Middle Aged Load cell Young Adult Physical medicine and rehabilitation medicine.anatomical_structure medicine Humans Sleep (system call) business Simulation |
| Zdroj: | Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2009 |
| ISSN: | 2375-7477 |
| Popis: | Accurate assessment of mobility in bed presents challenges to clinicians and researchers alike. Mobility is traditionally assessed by either overnight polysomnograph recording or wrist actigraphy. This paper describes an alternative system for unobtrusive and continuous monitoring of sleep movements that uses load sensors installed at the corners of a bed. This work is focused on the detection and classification of clinically relevant types of movement based on the forces sensed by load cells. The accuracy of the system for detecting movement has been evaluated using data collected in a laboratory setting. We also present a comparison of the proposed system with wrist-actigraphy. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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