Title :
Adaptive blood pressure estimation from wearable PPG sensors using peripheral artery pulse wave velocity measurements and multi-channel blind identification of local arterial dynamics
Author :
McCombie, Devin B. ; Reisner, Andrew T. ; Asada, H. Harry
Author_Institution :
Massachusetts Inst. of Technol., Cambridge, MA
fDate :
Aug. 30 2006-Sept. 3 2006
Abstract :
A method for estimating pulse wave velocity (PWV) using circulatory waveform signals derived from multiple photoplethysmograph (PPG) sensors is described. The method employs two wearable in-line PPG sensors placed at a known distance from one another at the ulnar and digital artery. A technique for calibrating the measured pulse wave velocity to arterial blood pressure using hydrostatic pressure variation is presented. Additionally, a framework is described for estimating local arterial dynamics using PPG waveforms and multi-channel blind system ID. Initial results implementing the method on data derived from a human subject at different arterial pressures is presented. Results show that the method is capable of measuring the changes in arterial PWV that result from fluctuations in mean arterial pressure
Keywords :
adaptive signal processing; blind source separation; blood pressure measurement; blood vessels; calibration; cardiovascular system; medical signal processing; optical sensors; plethysmography; adaptive arterial blood pressure estimation; calibration; circulatory waveform signals; hydrostatic pressure; local arterial dynamics; multichannel blind identification; peripheral artery pulse wave velocity measurements; wearable multiple in-line photoplethysmograph sensors; Arterial blood pressure; Arteries; Blood pressure; Fluctuations; Humans; Pressure measurement; Pulse measurements; Sensor phenomena and characterization; Velocity measurement; Wearable sensors;
Conference_Titel :
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0032-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2006.260590