Technological Intervention of Sleep Apnea Based on Semantic Interoperability

Author:

Liang Ying,Gao Weidong,Chuai Gang,Hu Dikun

Abstract

AbstractSleep apnea is an important factor that could affect sleep quality. A great number of existing monitoring and intervention devices, such as the polysomnography, mature heart rate respiratory monitoring bracelets and ventilator headgear can improve breathing in sleep, but are all functioning separately, with their data being disconnected, which fails to achieve multi-parameter fusion or a greater variety of applications. With the development of the Internet of Things (IoT), information interaction between IoT devices to facilitate integration of IoT devices has become a hot research topic. This paper focuses on the interoperability information model and technology for establishing interoperability information model among sleep and health devices for sleep apnea syndrome. This paper analyzes the heterogeneity of the knowledge organization system in sleep health data information through the abstract representation of data information, establishes the mapping relationship between data, information, and devices, and realizes the semantic heterogeneity elimination. It also defines inference rules about sleep apnea scenarios, achieves semantic interoperability between monitoring devices and other health devices, and finally realizes an unmonitored closed-loop control system for sleep apnea intervention. According to the test results, the system can react quickly in sleep apnea scenarios.

Publisher

Springer Nature Singapore

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