Title :
Use of amplitude-modulated breathing for assessment of cardiorespiratory frequency response within subrespiratory frequencies
Author :
Patwardham, A. ; Vallurupalli, Susmitha ; Evans, Joyce ; Knapp, Charles ; Bruce, Eugene
Author_Institution :
Center of Biomed. Eng., Kentucky Univ., Lexington, KY, USA
Abstract :
Presents a new technique which uses amplitude-modulated breathing patterns to obtain estimates of frequency response between respiration and heart rate within subrespiratory frequencies. Frequency response between respiration and heart rate has been previously estimated using broadband respiration and metronomic breathing. However, the estimates obtained using these techniques show low coherence between respiration and heart rate within the subrespiratory frequencies (<0.12-0.15 Hz). The advantages of amplitude-modulated breathing are: enhancement in the degree of perturbation within subrespiratory frequencies as indicated by relatively higher coherencies between respiration and heart rate (≅0.7), and the subjects do not have to breathe at very low breathing frequencies or resort to breath holds. Use of a squared sine wave carrier modulated by sinusoidal functions enabled the authors to obtain energy distributions at subrespiratory frequencies without using demodulation. Results obtained at 8 subrespiratory frequencies from 10 subjects show that the new technique is easy to implement and produces relatively higher coherence between respiration and heart rate. The advantage of the new technique in terms of enhancing the level of perturbations within subrespiratory frequencies is particularly important, because it is in this frequency range that the interpretation of variability in heart rate in terms of autonomic origins is incompletely understood and is confounded by respiratory interactions.
Keywords :
biomedical measurement; cardiology; frequency response; medical signal processing; pneumodynamics; spectral analysis; 0.12 to 0.15 Hz; amplitude-modulated breathing; autonomic origins; breath holds; broadband respiration; cardiorespiratory frequency response assessment; demodulation; heart rate variability interpretation; low coherence; metronomic breathing; respiratory interactions; sinusoidal functions; squared sine wave carrier; subrespiratory frequencies; Amplitude estimation; Biomedical engineering; Cardiology; Coherence; Demodulation; Frequency estimation; Frequency modulation; Frequency response; Heart rate; Lungs; Adult; Computer Simulation; Female; Heart Rate; Humans; Lung Volume Measurements; Male; Models, Biological; Monitoring, Physiologic; Reference Values; Respiration;
Journal_Title :
Biomedical Engineering, IEEE Transactions on