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Sleep Pattern Study with Respect to Binaural Beats Using Sensors and Mobile Application
Wireless Personal Communications ( IF 1.9 ) Pub Date : 2021-03-03 , DOI: 10.1007/s11277-021-08245-1
R. Rishika , Aditya Gupta , Sakshi Sinha , S. Sofana Reka

Sleep disorders are common among people in the present lifestyle and this may occur due to irregular sleep patterns. The disordered sleep pattens arise due to various reasons and can be prevented by ensuring a relaxed and deep sleep for everyone. Binaural beats are the stimuli that are set to a particular rhythm and generated to get the required audio frequency to synchronize with the brainwaves. This paper focuses on the effects and analysis of binaural beat response on the brain waves of adults and how they help to induce sleep for an individual. This work highlights the results that were obtained by performing the real time hardware experiments accordingly. The head movement is recorded from the experiment using the readings from the accelerometer and gyroscope sensors which are depicted by the angle coordinates based on two conditions, first when the subjects fall asleep without application of binaural beats and second when minimal frequency of binaural beats are applied close to their ears. Using the real time hardware experiment values, an application is created to differentiate the cases of with and without binaural beats application. In order to validate the real time experiment with an application, a statistical analysis is done from the obtained real time hardware results depicting the sleep pattern by performing corresponding tests.



中文翻译:

使用传感器和移动应用程序进行关于双耳节拍的睡眠模式研究

在当前的生活方式中,睡眠障碍在人们中很常见,这可能是由于不规律的睡眠模式而发生的。睡眠异常的原因多种多样,可以通过确保每个人的放松和深度睡眠来预防。双耳节拍是一种设置为特定节奏的刺激,其产生是为了获得所需的音频频率以与脑电波同步。本文着重于双耳节律反应对成人脑电波的影响和分析,以及它们如何帮助诱导个体的睡眠。这项工作强调了通过相应地执行实时硬件实验而获得的结果。使用加速度计和陀螺仪传感器的读数根据实验记录头部的运动,这些读数由基于两种情况的角度坐标表示,首先,当受试者在不施加双耳节拍的情况下入睡,其次,当双耳节拍的频率最小时靠近他们的耳朵。使用实时硬件实验值,创建一个应用程序以区分有无双耳节拍应用程序的情况。为了验证具有应用程序的实时实验,通过执行相应的测试,从获得的描述睡眠模式的实时硬件结果中进行统计分析。

更新日期:2021-03-03
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