A Wireless Pulse Diagnostic Device Utilizing MEMS Pressure Sensor Array for Sleep Apnea Detection
Inspired by traditional Chinese medicine pulse diagnosis, a wireless pulse diagnostic device, based on a Micro Electro Mechanical Systems (MEMS) pressure sensor array, was designed to detect sleep apnea. The arrayed MEMS pressure sensor configuration within a silica gel casing, capturing multidimensional pulse signals at the radial artery positions. Pulse signals were collected from volunteers during normal breathing and breath-holding scenarios to establish a comprehensive sleep apnea recognition database. A feature vector incorporating the pulse contour characteristic K-value, Reflection Index (RI), Power Ratio (PR), and Heart Rate (HR) was created for classification model training using a Support Vector Machine (SVM). Experimental results showed that the accuracy of pulse wave signal feature vector classification is 99.33% and the sensitivity is 98%. Overall, this device offers innovative technical support and significant application potential to advance modernized traditional Chinese diagnostic methods and intelligent medical devices.
Authors
- Zhiming Long (ORCID: https://orcid.org/0000-0001-6978-4921)
- Haoyu Tan (ORCID: https://orcid.org/0000-0001-5673-452X)
- Yuanlin Xia (ORCID: https://orcid.org/0000-0001-5799-0648)
- Yubo Huang (ORCID: https://orcid.org/0009-0006-7961-4006)
- Zhuqing Wang (ORCID: https://orcid.org/0000-0002-7513-5773)
- Cao Xia (ORCID: https://orcid.org/0000-0003-2819-7709)
- Xin Cheng (ORCID: https://orcid.org/0009-0007-4604-9028)
- Theresa Liang (ORCID: https://orcid.org/0009-0007-2841-516X)
Institutions
- Tohoku University (JP)
- Sichuan University (CN)
Publication Details
- Journal
- IEEE Transactions on Instrumentation and Measurement
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1109/tim.2025.3573009
- Citations
- 3
- Primary Topic
- Obstructive Sleep Apnea Research
- Type
- article
- Field-Weighted Citation Impact
- 3.49
Funders
- National Key Research and Development Program of China