ePrints@IIScePrints@IISc Home | About | Browse | Latest Additions | Advanced Search | Contact | Help

Digital models for arterial pressure and respiratory waveforms

Murthy, Ivaturi SN and Sita, Gullapalli (1993) Digital models for arterial pressure and respiratory waveforms. In: IEEE Transactions On Biomedical Engineering, 40 (8). pp. 717-726.

[img]
Preview
PDF
Digital_Models.pdf

Download (405Kb)

Abstract

Digital models for arterial pressure pulse (APP) and respiratory volume waveforms (RVW) are proposed for efficient representation of these signals. When these signals are discrete cosine transformed (DCT), the pole-zero technique of Steiglitz-McBride (SM) (1965) gives system functions of much lower order than those obtained directly from the signals. The DCT of a bell-shaped biphasic wave needs two poles and two zeros, so the model order is fixed by the number of distinct peaks in the magnitude spectrum of the transformed APP/RVW signal. The partial fraction expansion (PFE) of the system function allows delineation of component waves present in the time signal. The angles of model poles and zeros enable easy determination of several important features from both of these signals. The model performance is evaluated using the normalized root mean-square error. A Bayes classifier using the pole angles as the feature vector performs satisfactorily when a limited number of RVWs recorded under deep and rapid maneuver are classified as normal and abnormal respiratory pathways

Item Type: Journal Article
Additional Information: ©1993 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Department/Centre: Division of Electrical Sciences > Electrical Engineering
Date Deposited: 25 Aug 2008
Last Modified: 19 Sep 2010 04:13
URI: http://eprints.iisc.ernet.in/id/eprint/485

Actions (login required)

View Item View Item