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
fDate :
5/1/1997 12:00:00 AM
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;
Journal_Title :
Biomedical Engineering, IEEE Transactions on