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Control Mechanism Modeling of Human Cardiovascular-Respiratory System

机译:人心血管呼吸系统的控制机制建模

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Mathematical modeling of human cardiovascular and respiratory systems plays an important role in providing accurate diagnostic information about the cardiovascularrespiratory diseases. The mechanisms of the cardiovascular and respiratory systems are highly interconnected with each other. We study the control mechanism of the cardiovascular-respiratory system during the transition from awake state to stage 4 non-REM sleep state. A discrete-time cardiovascular-respiratory system model with transport delays is adopted. The system model is nonlinear and described by a set of higher order difference equations. We convert the system into a set of first-order difference equations and propose an iterative algorithm to find the optimal control inputs that drive the cardiovascular-respiratory system from awake state to sleep state. In each iteration, the system is linearized using the state and input sequences from the previous iteration. Simulations are conducted to demonstrate the effectiveness of the proposed method. The simulation results are validated using real data collected from a healthy subject.
机译:人体心血管和呼吸系统的数学建模在提供有关心血管性疾病的准确诊断信息方面发挥着重要作用。心血管和呼吸系统的机制彼此高度相互连接。从唤醒状态到4阶段非REM睡眠状态的过渡期间,研究心血管呼吸系统的控制机制。采用了具有运输延迟的离散时间心血管呼吸系统模型。系统模型是非线性的,并且由一组高阶差分方程描述。我们将系统转换为一组一阶差分方程,并提出了一种迭代算法,找到从醒着状态驱动心血管呼吸系统到睡眠状态的最佳控制输入。在每次迭代中,系统使用来自先前迭代的状态和输入序列进行线性化。进行仿真以证明所提出的方法的有效性。使用从健康主题收集的真实数据进行验证仿真结果。

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