Title :
An adaptive filter for the reduction of cardiogenic oscillations on esophageal pressure signals
Author :
Schuessler, Thomas F. ; Volta, Carlo A. ; Goldberg, Peter ; Gottfried, Stewar B. ; Kearney, Robert E. ; Bates, Jason H T
Author_Institution :
Dept. of Biomed. Eng., McGill Univ., Montreal, Que., Canada
Abstract :
In pulmonary monitoring, the processing and interpretation of esophageal pressure (Pes) signals is often complicated by strong cardiogenic oscillations (CGO). Here, the authors describe an adaptive filter that reduces CGO based on simultaneous recordings of the electrocardiogram. The algorithm is tested in a computer simulation and on patient data. In simulation, a reduction of the mean squared error introduced by the CGO by 87%, is achieved. In patient data, the filter reduces the power in Pes in a ±0.25 Hz band around the heart rate by 76%
Keywords :
adaptive filters; biomechanics; electrocardiography; medical signal processing; oscillations; patient monitoring; pressure measurement; 0.25 Hz; ECG; algorithm; cardiogenic oscillations reduction; computer simulation; esophageal pressure signals; heart rate; mean squared error; patient data; pulmonary monitoring; simultaneous recordings; strong cardiogenic oscillations; Adaptive filters; Cardiology; Computational modeling; Computer errors; Computer simulation; Computerized monitoring; Esophagus; Patient monitoring; Signal processing; Testing;
Conference_Titel :
Engineering in Medicine and Biology Society, 1995., IEEE 17th Annual Conference
Conference_Location :
Montreal, Que.
Print_ISBN :
0-7803-2475-7
DOI :
10.1109/IEMBS.1995.579253