DocumentCode
2125907
Title
Identifying Movement Onset Times for a Bed-Based Pressure Sensor Array
Author
Jones, M. Howell ; Goubran, R. ; Knoefel, F.
Author_Institution
Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, Ont.
fYear
2006
fDate
20-21 April 2006
Firstpage
111
Lastpage
114
Abstract
Movement in bed-placed pressure arrays often interferes with measurements. A method for automatically determining movement onset times from a bed-based pressure sensor array is proposed. By using control levels based on a moving average and the moving variance, the method can adapt to changing positions and postures of the bed occupant. A simulation was performed on a generated 24-hour pressure signal. The proposed algorithm accurately identified 97.4% of the simulated onset times. Experimental data from two subjects sleeping on the pad at night show similar results to the simulation. Using movement times, we may identify sleep restlessness as well as posture and position changes
Keywords
biomechanics; biomedical equipment; biomedical measurement; geriatrics; monitoring; moving average processes; pressure sensors; sensor fusion; sleep; 24 hr; aging; automatic measurement; bed-based pressure sensor array; data fusion; movement onset time; moving average method; moving variance method; nocturnal monitoring; position change; postural change; Aging; Biomedical monitoring; Intelligent sensors; Patient monitoring; Pressure measurement; Sensor arrays; Sensor fusion; Sleep; Systems engineering and theory; Tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
Medical Measurement and Applications, 2006. MeMea 2006. IEEE International Workshop on
Conference_Location
Benevento
Print_ISBN
1-4244-0253-0
Type
conf
DOI
10.1109/MEMEA.2006.1644474
Filename
1644474
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