伪随机二值序列输入在呼吸控制动力学识别中的应用

S. Sohrab, P. Reischl, F. Grodins, S. Yamashiro
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引用次数: 1

摘要

介绍了一种研究人体呼吸化学控制的新方法,即采用伪随机二值序列(PRBS)吸入CO2。通过将输出与PRBS输入交叉相关,估计潮末CO2、分钟通气量、潮气量、吸气和呼气持续时间的脉冲响应。从7名正常男性收集的数据表明,冲动反应可能有助于分离外周化学感受器的作用。基于PRBS的外周对CO2的敏感性估计值比基于正弦测试输入的估计值显示出明显更小的受试者内部变异性。Nelder-Mead参数估计过程的应用表明,三阶模型足以解释脉冲响应动力学。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of pseudo random binary sequence input to identification of respiratory control dynamics
A new method for studying the chemical control of breathing in man is described which uses a Pseudo Random Binary Sequence (PRBS) inhalation of CO2. Impulse responses of endtidal CO2, minute ventilation, tidal volume, inspiratory and expiratory durations were estimated by cross-correlating outputs with the PRBS input. Data collected in seven normal men suggest that impulse responses may be useful in isolating the contribution of peripheral chemoreceptors. Estimates of peripheral sensitivity to CO2 based on PRBS show significantly smaller intrasubject variability than those based on sinusoidal test inputs. Application of a Nelder-Mead parameter estimation procedure demonstrated that a third order model is sufficient to explain impulse response dynamics.
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