Analysis of Capnogram Using Linear Predictive Coding (LPC) to Differentiate Asthmatic Conditions

作者: M Kazemi , MB Malarvili

DOI: 10.4172/2157-7552.1000111

关键词:

摘要: In this paper, an analysis of capnogram to differentiate asthmatic and non-asthmatic patients is presented by using linear predictive coding (LPC) technique. the previous studies, manual study on signal has been conducted several researchers. All researches show significant correlation between patient. However all them are just through conventional time domain method. preliminary, a number 8 LPC coefficients (α1- α8) for both (CAP) patients’ (CNP) extracted. Usefulness performance these conditions means receiver operating characteristic (ROC) curve shown. Our preliminary results that α3, α4, α5, α6 can be used distinguish conditions.

参考文章(14)
Frederick E. Petry, Principles and Applications Kluwer Academic Publishers. ,(1997)
John G. Proakis, John R. Deller, John H. Hansen, Discrete-Time Processing of Speech Signals ,(1993)
Carol Rhoades, Frank Thomas, Capnography: Beyond the numbers Air Medical Journal. ,vol. 21, pp. 43- 48 ,(2002) , 10.1016/S1067-991X(02)70085-0
C V Egleston, H Ben Aslam, M A Lambert, Capnography for monitoring non-intubated spontaneously breathing patients in an emergency room setting. Emergency Medicine Journal. ,vol. 14, pp. 222- 224 ,(1997) , 10.1136/EMJ.14.4.222
Julie Swenson, Piedad N. Henao-Guerrero, James W. Carpenter, Clinical Technique: Use of Capnography in Small Mammal Anesthesia Journal of Exotic Pet Medicine. ,vol. 17, pp. 175- 180 ,(2008) , 10.1053/J.JEPM.2008.05.004
Hyungseob Han, Sangjin Cho, Uipil Chong, Fault diagnosis system using LPC coefficients and neural network international forum on strategic technology. pp. 87- 90 ,(2010) , 10.1109/IFOST.2010.5667999
Zhao Lv, Xiaopei Wu, Mi Li, A Research on EOG Feature Parameters Extraction Based on Linear Predictive Coding Model international conference on bioinformatics and biomedical engineering. pp. 1- 4 ,(2009) , 10.1109/ICBBE.2009.5162234
Guilin Ma, F Gran, F Jacobsen, F T Agerkvist, Adaptive Feedback Cancellation With Band-Limited LPC Vocoder in Digital Hearing Aids IEEE Transactions on Audio, Speech, and Language Processing. ,vol. 19, pp. 677- 687 ,(2011) , 10.1109/TASL.2010.2057245