Title :
Robust pulse wave velocity estimation by application of system identification to proximal and distal arterial waveforms
Author :
Xu, Da ; Ryan, Kathy L. ; Rickards, Caroline A. ; Zhang, Guanqun ; Convertino, Victor A. ; Mukkamala, Ramakrishna
Author_Institution :
Dept. of Electr. & Comput. Eng., Michigan State Univ., East Lansing, MI, USA
fDate :
Aug. 31 2010-Sept. 4 2010
Abstract :
Pulse wave velocity (PWV) is a marker of arterial stiffness and may permit continuous, non-invasive, and cuff-less monitoring of blood pressure. Here, robust PWV estimation was sought by application of system identification to proximal and distal arterial waveforms. In this approach, the system that optimally couples the proximal waveform to the distal waveform is identified, and the time delay of this system is then used to calculate PWV. To demonstrate proof-of-concept, a standard identification technique was applied to non-invasive impedance cardiography and peripheral arterial blood pressure waveforms from six humans subjected to progressive reductions in central blood volume induced by lower body negative pressure. This technique estimated diastolic pressure with an overall root-mean-squared-error of 5.2 mmHg. For comparison, the conventional detection method for estimating PWV yielded a corresponding error of 8.3 mmHg.
Keywords :
bioelectric phenomena; blood pressure measurement; blood vessels; cardiology; electric impedance; medical signal processing; patient monitoring; blood pressure monitoring; diastolic pressure; distal arterial waveforms; noninvasive impedance cardiography; peripheral arterial blood pressure waveforms; proximal arterial waveforms; robust PWV estimation; robust pulse wave velocity estimation; system identification; time delay; Biomedical monitoring; Blood pressure; Delay effects; Estimation; Monitoring; Pressure measurement; System identification; Algorithms; Blood Flow Velocity; Blood Pressure; Blood Pressure Determination; Computer-Aided Design; Diagnosis, Computer-Assisted; Equipment Design; Equipment Failure Analysis; Humans; Pulsatile Flow; Reproducibility of Results; Sensitivity and Specificity;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5627718