Design of a reflective-type photoplethysmographic sensor with motion artifact reduction = 반사형 손목 용적맥파 측정기의 움직임에 의한 신호 왜곡 제거

Cited 0 time in webofscience Cited 0 time in scopus
  • Hit : 412
  • Download : 0
One of the most important issues in the wearable healthcare sensors for continuous monitoring in daily life is motion artifact reduction. In this thesis, reflective-type photoplethysmographic (PPG) Sensor with motion artifact reduction algorithm on the wrist for measuring heart rates. The designed device is proposed which able to detect signals reliably and stably against motion artifact for monitoring on the wrist. Radial artery is the most optimal places for the integrated PPG sensor, because when light is emitting to the skin over radial artery, light pathway is the shorter than other area and intensity of reflected light is higher. Active noise cancellation algorithm was applied to compensate the distorted signals by motions with Least Mean Square (LMS) adaptive filter ($8^{th}$ order) algorithms, using accelerometer data. Since the wrist is generally more invulnerable to motion artifacts than finger, measurements were performed radial artery in the wrist because of strong intensity of reflected light. The Active noise cancellation algorithm validity testing is done through computing the cross-correlations and zero-crossing peak detection between the distorted signals and reference signal from ECG. The experiments were performed on 5 humans, repeated 5 times with two different protocols of walking and running. Correlation coefficients are applied to evaluate the device and coefficients are very high over 0.8. As a result, designed device is effective enough to reduce the motion artifacts. The developed reflective-type sensor is suitable for integration of ubiquitous healthcare system, which provides a continuous health monitoring and diagnosis in daily life.
Advisors
Kim, Jungresearcher김정researcher
Description
한국과학기술원 : 기계공학전공,
Publisher
한국과학기술원
Issue Date
2009
Identifier
308539/325007  / 020073400
Language
eng
Description

학위논문(석사) - 한국과학기술원 : 기계공학전공, 2009.2, [ vi, 43 p. ]

Keywords

Photoplethysmograph; Motion artifacts; vital signals; healthcare monitoring; 광용적맥파; 동잡음; 생체신호; 건강측정; Photoplethysmograph; Motion artifacts; vital signals; healthcare monitoring; 광용적맥파; 동잡음; 생체신호; 건강측정

URI
http://hdl.handle.net/10203/45705
Link
http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=308539&flag=dissertation
Appears in Collection
ME-Theses_Master(석사논문)
Files in This Item
There are no files associated with this item.

qr_code

  • mendeley

    citeulike


rss_1.0 rss_2.0 atom_1.0