DocumentCode :
953898
Title :
Optimal Filter Design to Compute the Mean of Cardiovascular Pressure Signals
Author :
Ellis, Timothy ; McNames, James ; Goldstein, Brahm
Author_Institution :
Portland State Univ., Portland
Volume :
55
Issue :
4
fYear :
2008
fDate :
4/1/2008 12:00:00 AM
Firstpage :
1399
Lastpage :
1407
Abstract :
The mean pressure is a term used to describe the baseline trend of physiological pressure signals that excludes fluctuations due to the cardiac cycle and, in some cases, the respiratory cycle. In many clinical applications and bedside monitoring devices, the mean pressure is estimated with a 3-8 s moving average. We suggest that the mean pressure is best defined in terms of its frequency domain properties. This definition makes it possible to determine solutions that are both optimal and practical. We demonstrate that established methods of optimal finite impulse response (FIR) filter design produce estimates of the mean pressure that are significantly more accurate than the moving average. These filters have no more computational cost, are less sensitive to artifact, have shorter delays, and greater sensitivity to acute events.
Keywords :
FIR filters; cardiovascular system; medical signal processing; patient monitoring; bedside monitoring device; cardiovascular mean pressure signal; moving average; optimal finite impulse response filter design; physiological pressure signal; Biomedical measurements; Biomedical monitoring; Biomedical signal processing; Blood pressure; Cardiology; Computer displays; Finite impulse response filter; Hypertension; Patient monitoring; Signal design; Thyristors; Clinical monitoring; Mean pressure; clinical monitoring; filter design; finite impulse response; mean pressure; patient monitors; trend; Algorithms; Blood Pressure; Blood Pressure Determination; Data Interpretation, Statistical; Diagnosis, Computer-Assisted; Humans; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2007.906491
Filename :
4360127
Link To Document :
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