• DocumentCode
    1428518
  • Title

    Estimation of chemoreflex loop gain using pseudorandom binary CO/sub 2/ stimulation

  • Author

    Ghazanshahi, Shahin D. ; Khoo, Michael C K

  • Author_Institution
    Dept. of Electr. Eng., California State Univ., Fullerton, CA, USA
  • Volume
    44
  • Issue
    5
  • fYear
    1997
  • fDate
    5/1/1997 12:00:00 AM
  • Firstpage
    357
  • Lastpage
    366
  • Abstract
    The authors have developed a method for deriving estimates of the chemoreflex control loop gain (LG) from the ventilatory response to inhaled CO 2, modulated between 0% and 5% in the form of a pseudorandom binary sequence. The corresponding changes in alveolar (and thus, arterial) CO 2 result from two components: (1) the direct effect of breath-to-breath changes in inhaled CO 2 and (2) the chemoreflex-mediated changes in ventilation. LG between 0.01 and 0.03 Hz, the frequency range pertinent to periodic breathing, was estimated by computationally delineating the first component from the overall ventilatory response. The method was tested against simulated and experimental data. In both cases, the authors found strong correlations between their predictions and LG magnitude estimates derived by other methods. However, LG phase estimates mere considerably more variable when compared to model predictions based on small-signal analysis. The authors propose that their method, which uses data from a single test procedure lasting <10 min, may be more useful than traditional tests of chemoresponsiveness for the quantitative assessment of respiratory control stability during changes in sleep-wake state.
  • Keywords
    biocontrol; carbon compounds; chemioception; parameter estimation; physiological models; pneumodynamics; 10 min; CO/sub 2/; breath-to-breath changes; chemoreflex loop gain estimation; chemoreflex-mediated changes; inhaled CO/sub 2/; model predictions; periodic breathing; pseudorandom binary CO/sub 2/ stimulation; pseudorandom binary sequence; respiratory control stability assessment; sleep-wake state changes; small-signal analysis; ventilatory response; Binary sequences; Biological system modeling; Biomedical measurements; Control systems; Delay; Frequency estimation; Sleep; Stability; Testing; Ventilation; Carbon Dioxide; Chemoreceptors; Computer Simulation; Humans; Models, Biological; Pulmonary Alveoli; Pulmonary Gas Exchange; Reaction Time; Reference Values; Respiration;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/10.568911
  • Filename
    568911