Removal of cardiac beat artifact in esophageal pressure measurement via a modified adaptive noise cancellation scheme

被引:10
作者
Cheng, YP
Wu, HD
Jan, GJ
Wang, CY
机构
[1] Natl Taiwan Univ, Dept Elect Engn, Taipei 10764, Taiwan
[2] Natl Taiwan Univ Hosp, Dept Diagnotherapeut, Taipei 10016, Taiwan
[3] Natl Taiwan Univ, Dept Internal Med, Taipei 10016, Taiwan
关键词
modified adaptive noise cancellation (MANC); least mean square (LMS); esophageal pressure (P-es); airway resistance (R-aw);
D O I
10.1114/1.1352638
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Information on volume-pressure relationships of human lungs is usually based on indirect determination of intrapleural pressure (P-ip) obtained from the esophagus. Unfortunately, cardiac beat artifact frequently corrupts measurement of esophageal pressure (P-es). In this study, we presented a modified adaptive noise cancellation (MANC) scheme for removing the cardiac beat artifact in the P-es signal. The proposed methodology used an airflow signal as the reference signal with least-mean-square method as the adaptive algorithm. The results of six experiments on two Brown-Norway rats showed a significant reduction of the apparent cardiac pulsation with minimal:distortion of the P-es signal. The MANC filter also showed evidence of peak suppression at integer multiples of heart rate in the fast Fourier transform of the P-es signal while leaving the remaining spectrum largely unperturbed. A t-test method and the ratio of standard deviation to mean (std/mean) statistics of airway resistance (R-aw) values were used to evaluate the performance of the MANC filter. In all six experiments, a reduction of std/mean of R-aw by 12.5%-68% was obtained, indicating the effectiveness of the proposed scheme. (C) 2001 Biomedical Engineering Society.
引用
收藏
页码:236 / 243
页数:8
相关论文
共 30 条
[1]   MECHANICS OF RESPIRATION IN UNANESTHETIZED GUINEA PIGS [J].
AMDUR, MO ;
MEAD, J .
AMERICAN JOURNAL OF PHYSIOLOGY, 1958, 192 (02) :364-368
[2]  
[Anonymous], 1992, STAT ENG SCI
[3]  
Bain L.J., 1992, Introduction to probability and mathematical statistics, VVolume 4
[4]  
BAYDUR A, 1982, AM REV RESPIR DIS, V126, P788
[5]  
Berenson M.L., 1983, Intermediate Statistical Methods and Applications: A Computer Package Approach, V2nd
[6]   LEFTWARD SEPTAL DISPLACEMENT DURING RIGHT VENTRICULAR LOADING IN MAN [J].
BRINKER, JA ;
WEISS, JL ;
LAPPE, DL ;
RABSON, JL ;
SUMMER, WR ;
PERMUTT, S ;
WEISFELDT, ML .
CIRCULATION, 1980, 61 (03) :626-633
[7]   ADAPTIVE METHOD FOR CANCELLATION OF RESPIRATORY ARTIFACT IN ELECTROGASTRIC MEASUREMENTS [J].
CHEN, JD ;
VANDEWALLE, J ;
SANSEN, W ;
VANTRAPPEN, G ;
JANSSENS, J .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 1989, 27 (01) :57-63
[8]  
Comroe J. H., 1962, LUNG CLIN PHYSL PULM
[9]  
Comroe JH, 1974, PHYSL RESP
[10]  
COWAN CFN, 1986, ADAPTIVE FILTERS