Estimation of breathing rate from respiratory sinus arrhythmia: comparison of various methods.
Although respiratory sinus arrhythmia (RSA) is a well-known and often studied phenomenon, methods to estimate (average) respiratory rate from heart rate variability via RSA have been investigated and published only sparsely. We reinvestigate three published techniques and contrast them to our own approaches. All methods were also evaluated for respiration signals to yield approximations of the true breathing rate for comparison. Our analyses are based on physiological recordings available at PhysioNet, an online database. Results show that the RSA of young supine subjects yields good approximations of mean respiratory rate in the case of time series longer than 1 min, while the estimations become noticeably less accurate for elderly persons. Our own "advanced counting method" produced the best results, and in addition principally permits even the definition of instantaneous respiratory rates. Consequently, it is recommended for further investigations.
Schäfer
Axel
A
Research Group "Physics of Physiological Processes", Faculty of Physics, University of Vienna, Boltzmanngasse 5, 1090, Wien, Austria. axel.schaefer@univie.ac.at
Kratky
Karl W
KW
D000328:Adult; D000368:Aged; D000369:Aged, 80 and over; D000465:Algorithms; D001146:Arrhythmia, Sinus / Q000175:diagnosis* / Q000503:physiopathology*; D003936:Diagnosis, Computer-Assisted / Q000379:methods*; D004562:Electrocardiography / Q000379:methods*; D005260:Female; D006339:Heart Rate; D006801:Humans; D008297:Male; D015203:Reproducibility of Results; D012129:Respiratory Function Tests / Q000379:methods*; D015656:Respiratory Mechanics; D012680:Sensitivity and Specificity