학술논문
Development and verification of an accelerometer-based respiratory detection algorithm with wearable instrumented smart clothes
Document Type
Conference
Author
Source
2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC) Systems, Man, and Cybernetics (SMC), 2017 IEEE International Conference on. :578-581 Oct, 2017
Subject
Language
Abstract
In this work, a wearable instrumented smart clothes with an accelerometer sensor embedded on the upper abdomen close to the diaphragm was used to detect respiration of subjects. A detection algorithm was proposed and verified with 30 testing cases on male and female subjects separately. More than 97% of accuracy is achieved by comparing with the detection results from respiratory belt conducted simultaneously. This clothes and respiratory detection is extremely useful to monitor human's respiration when the subjects are in sleep and hence could be used for the detection of sleep apnea syndrome.