Department of Human-Centered Artificial Intelligence, Sangmyung University, Seoul 03016, Republic of Korea.
School of Computer and Information Engineering, Kwangwoon University, Seoul 01897, Republic of Korea.
Sensors (Basel). 2023 Jul 17;23(14):6468. doi: 10.3390/s23146468.
Various stimulation systems to modulate sleep structure and function have been introduced. However, studies on the time spent in sleep initiation (TSSI) are limited. This study proposes a closed-loop auditory stimulation (CLAS) to gradually modulate respiratory rhythm linked to the autonomic nervous system (ANS) activity directly associated with sleep. CLAS is continuously updated to reflect the individual's current respiratory frequency and pattern. Six participants took naps on different days with and without CLAS. The average values of the TSSI are 14.00 ± 4.24 and 9.67 ± 5.31 min in the control and stimulation experiments ( < 0.03), respectively. Further, the values of respiratory instability and heart rate variability differ significantly between the control and stimulation experiments. Based on our findings, CLAS supports the individuals to gradually modulate their respiratory rhythms to have similar characteristics observed near sleep initiation, and the changed respiratory rhythms influence ANS activities, possibly influencing sleep initiation. Our approach aims to modulate the respiratory rhythm, which can be controlled intentionally. Therefore, this method can probably be used for sleep initiation and daytime applications.
已经引入了各种调节睡眠结构和功能的刺激系统。然而,关于睡眠起始时间(TSSI)的研究有限。本研究提出了一种闭环听觉刺激(CLAS),以逐渐调节与自主神经系统(ANS)活动直接相关的呼吸节律,从而直接调节呼吸节律。CLAS 不断更新,以反映个体当前的呼吸频率和模式。六名参与者在不同的日子里分别进行了有和没有 CLAS 的小睡。在对照和刺激实验中,TSSI 的平均值分别为 14.00±4.24 和 9.67±5.31 分钟(<0.03)。此外,呼吸不稳定性和心率变异性的值在对照和刺激实验之间有显著差异。根据我们的发现,CLAS 支持个体逐渐调节呼吸节律,使其具有接近睡眠起始时观察到的相似特征,并且改变的呼吸节律会影响 ANS 活动,可能会影响睡眠起始。我们的方法旨在调节呼吸节律,这种节律可以被有意控制。因此,这种方法可能可用于睡眠起始和日间应用。