DocumentCode
2430355
Title
Development of a wearable health monitoring device with motion artifact reduced algorithm (ICCAS 2007)
Author
Han, Hyonyoung ; Lee, Yunjoo ; Kim, Jung
Author_Institution
Korea Adv. Inst. of Sci. & Technol., Daejeon
fYear
2007
fDate
17-20 Oct. 2007
Firstpage
1581
Lastpage
1584
Abstract
In this paper, a real-time, wearable and motion artifact reduced health monitoring device is represented. A finger band, wearable health monitoring device, is consists of photoplethysmography (PPG) sensor, 3-axis accelerometer, microprocessor and wireless module. The PPG sensor acquire distorted heart beat signal due to motion artifact. The finger movements are detected using the accelerometer, and major motion directions causing of the noise are researched by comparing each directional motion signals and distorted PPG signal. Two directional motions are significantly related to noise, therefore, these two directional active noise cancellation algorithm was applied to reconstruct the noise added heart beat signal. Low order (4th order) NLMS (normalized least mean square) adaptive filter is employed for small size wearable device. The finger band device is experimented in daily body motion condition (1-3 Hz), and reduce distortion rate less than 5% by active noise cancellation algorithm. The motion artifact reduced finger band sensor can offer continuous health monitoring without daily motion artifact.
Keywords
health care; medical computing; wearable computers; 3-axis accelerometer; directional active noise cancellation algorithm; distorted heart beat signal; finger band; microprocessor; motion artifact reduced algorithm; normalized least mean square adaptive filter; photoplethysmography sensor; wearable health monitoring device; wireless module; Accelerometers; Active noise reduction; Biomedical monitoring; Distortion; Fingers; Heart beat; Microprocessors; Noise cancellation; Wearable sensors; Wireless sensor networks; active noise cancellation; motion artifact; photoplethysmography; real-time; wearable;
fLanguage
English
Publisher
ieee
Conference_Titel
Control, Automation and Systems, 2007. ICCAS '07. International Conference on
Conference_Location
Seoul
Print_ISBN
978-89-950038-6-2
Electronic_ISBN
978-89-950038-6-2
Type
conf
DOI
10.1109/ICCAS.2007.4406602
Filename
4406602
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