Bender Shane A, Green David B, Kilgore Kevin L, Bhadra Niloy, Ardell Jeffery L, Vrabec Tina L
Department of Physical Medicine and Rehabilitation, School of Medicine, Case Western Reserve University, Cleveland, OH, USA.
Department of Physical Medicine and Rehabilitation, MetroHealth Medical Center, Cleveland, OH, USA.
Proc Am Control Conf. 2024 Jul;2024:4536-4541. doi: 10.23919/acc60939.2024.10644421. Epub 2024 Sep 5.
The use of electrical current to modulate neurons for autonomic regulation requires the ability to both up-regulate and down-regulate the nervous system. An implanted system employing this electrical neuromodulation would also need to adapt to changes in autonomic state in real-time. Stimulation of autonomic nerves at frequencies in the range 1-30 Hz has been a well-established technique for increasing neural activity. Vagus nerve stimulation (VNS) has been shown to be sensitive to frequency adjustments, which can be used to more precisely control the effect as compared to amplitude modulation. Kilohertz frequency alternating current (KHFAC) is a proven technique for blocking action potential conduction to reduce neural activity. Additionally, KHFAC can be reliably modulated by simple amplitude modulation. Although there are many types of commonly used closed-loop controllers, many conventional methods do not respond well to long system delays or discontinuities. Fuzzy logic control (FLC) is a state-based controller that can describe the discontinuities of the system linguistically and then translate the state transition to a continuous output signal. In our preparation, a single bipolar electrode was placed on the vagus nerve and controlled by a fuzzy logic controller to deliver both stimulation and KHFAC to control heart rate. The FLC was able to both change the heart rate to selected values and maintain the heart rate at a constant value in response to a physiological perturbation.
利用电流调节神经元以实现自主调节需要具备上调和下调神经系统的能力。采用这种电神经调节的植入系统还需要实时适应自主状态的变化。以1 - 30赫兹频率刺激自主神经是一种成熟的增加神经活动的技术。迷走神经刺激(VNS)已被证明对频率调整敏感,与幅度调制相比,可用于更精确地控制效果。千赫兹频率交流电(KHFAC)是一种经证实的阻断动作电位传导以降低神经活动的技术。此外,KHFAC可以通过简单的幅度调制可靠地进行调制。虽然有许多类型的常用闭环控制器,但许多传统方法对长系统延迟或不连续性反应不佳。模糊逻辑控制(FLC)是一种基于状态的控制器,它可以用语言描述系统的不连续性,然后将状态转换转换为连续输出信号。在我们的实验准备中,将单个双极电极置于迷走神经上,并由模糊逻辑控制器控制,以输送刺激和KHFAC来控制心率。FLC能够将心率改变为选定值,并在生理扰动时将心率维持在恒定值。