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首页> 外文期刊>International Journal of Electrical and Computer Engineering >Design and development of a method for detecting sleep roll-over counts using accelerometer ADXL335
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Design and development of a method for detecting sleep roll-over counts using accelerometer ADXL335

机译:使用加速度计ADXL335检测睡眠翻转计数的方法的设计与开发

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摘要

Sleep plays an important role as it helps human body to rejuvenate, boosts mental function and manage stress. Sleep is restorative function which enhances muscle growth, repairs tissues, maintains health and make physical appearance look or feel better. The lack of sleep in human body can increase the risk of diseases which are asthma, diabetes, depression. For healthy physiological function, sleep is essential and has strong relation to mental condition. Easy way of sleep management is considered for maintaining good mental health. Numerous scientists, doctors and researchers have proposed various ways to monitor sleep, some of those best tests are polysomnography test and actigraphy test. However, taking sleep test covering the whole body with wires and electrodes which is polysomnography test is uncomfortable for patients, and sensors used for different approaches like this are costly and often require overnight treatment and expert monitoring in clinics. Therefore, easy way of detecting roll-over movements which is convenient for patients to wear is proposed. Accelerometer ADXL335 sensor is taped on socks during sleep which is comfortable for patients to wear and do not cause any inconvenience during sleep. Algorithm is proposed to read the dataset and count the roll-over during the sleep based on threshold. Resulting the number of roll-over detected during a sleep period.
机译:睡眠起着重要作用,因为它有助于人体恢复活力,提高心理功能并管理压力。睡眠是恢复功能,可增强肌肉生长,维修组织,保持健康,使身体外观外观看起来或感觉更好。人体睡眠睡眠可以增加哮喘,糖尿病,抑郁症的疾病的风险。为了健康的生理功能,睡眠至关重要,与精神状况有着密切关系。轻松的睡眠管理方法被认为是为了保持良好的心理健康。众多科学家,医生和研究人员提出了各种方法来监测睡眠,其中一些最佳测试是多殖主义测试和戏剧性测试。然而,采取覆盖整体的睡眠试验与电线和电极是多瘤测试的患者对患者感到不舒服,并且用于不同方法的传感器昂贵,并且通常需要在诊所进行过夜治疗和专家监测。因此,提出了检测卷绕运动的简单方法,该运动是方便的患者佩戴。 Accelerometer ADXL335传感器在睡眠期间贴在袜子上,对于患者佩戴舒适,并且在睡眠期间不会引起任何不便。建议算法读取数据集并根据阈值在休眠期间计算翻转。在睡眠期间导致滚动的滚动次数。

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