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SaYoPillow: Blockchain-Integrated Privacy-Assured IoMT Framework for Stress Management Considering Sleeping Habits
IEEE Transactions on Consumer Electronics ( IF 4.3 ) Pub Date : 2020-12-09 , DOI: 10.1109/tce.2020.3043683
Laavanya Rachakonda , Anand K. Bapatla , Saraju P. Mohanty , Elias Kougianos

Considering today’s lifestyle, people just sleep forgetting the benefits sleep provides to the human body. Smart-Yoga Pillow (SaYoPillow) is proposed to help in understanding the relationship between stress and sleep and to fully materialize the idea of “Smart-Sleeping” by proposing an edge device. An edge processor with a model analyzing the physiological changes that occur during sleep along with the sleeping habits is proposed. Based on these changes during sleep, stress prediction for the following day is proposed. The secure transfer of the analyzed stress data along with the average physiological changes to the IoT cloud for storage is implemented. A secure transfer of any data from the cloud to any third party applications is also proposed. A user interface is provided allowing the user to control the data accessibility and visibility. SaYoPillow is novel, with security features as well as consideration of sleeping habits for stress reduction, with an accuracy of up to 96%.

中文翻译:

SaYoPillow:考虑睡眠习惯的压力管理的区块链集成的隐私保证的IoMT框架

考虑到当今的生活方式,人们只是在睡觉时就忘记了睡眠给人体带来的好处。提出了Smart-Yoga枕头(SaYoPillow),以帮助理解压力与睡眠之间的关系,并通过提出一种边缘设备来充分实现“ Smart-Sleeping”的概念。提出了具有模型的边缘处理器,该模型分析在睡眠期间发生的生理变化以及睡眠习惯。基于睡眠期间的这些变化,提出了第二天的压力预测。将分析的压力数据以及平均生理变化安全传输到IoT云进行存储。还提出了将任何数据从云安全传输到任何第三方应用程序的建议。提供了一个用户界面,允许用户控制数据的可访问性和可见性。
更新日期:2020-12-09
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