Low-cost plastic optical fiber sensor embedded in mattress for sleep performance monitoring
| Autor: | Pengfei Han, Beatriz Ortega, Xiaoli Li, Rui Min, Guan Longzhou, Carlos Marques, Hao Zhang, Linqing Li, Svetislav Savović |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2021 |
| Předmět: |
Computer science
Heart rate 02 engineering and technology 01 natural sciences Signal 010309 optics 020210 optoelectronics & photonics Approximation error 0103 physical sciences Respiration TEORIA DE LA SEÑAL Y COMUNICACIONES 0202 electrical engineering electronic engineering information engineering Sleep behavior monitoring Electrical and Electronic Engineering Plastic optical fiber Instrumentation Simulation Mattress sensor Pressure sensor Atomic and Molecular Physics and Optics Electronic Optical and Magnetic Materials Control and Systems Engineering Respiration rate Performance monitoring Sleep (system call) |
| Zdroj: | RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia instname |
| ISSN: | 6200-3046 |
| Popis: | [EN] In this study, we investigated plastic optical fiber (POF) pressure sensors embedded in mattresses to measure respiration and heart rate for sleep performance monitoring. The signal is amplified in the circuit using a two stage amplification scheme to collect weak respiration and heart rate signals while an algorithm was designed to obtain respiration and heart rate. We also propose a good reliability cutting-POF technology which can be used to improve pressure sensitivity. The experimental results indicate that the mattress can distinguish four behavioral states related to sleep (on bed, lying, moving and leaving bed) and can detect respiration and heart rate values in different positions and postures. Validation experiments on 10 participants showed that absolute error was less than one breath per minute and two beats per minute, making our approach suitable for household sleeping monitoring. National Natural Science Foundation of China (62003046) ; National Defense Basic Scientific Research Program of China (JCKY2018110B011) ; The Spanish Ministerio de Ciencia, Innovacion y Universidades RTI2018-101658-B-I00 FOCAL Project; Guangdong Recruitment Program of Foreign Experts (2020A1414010393) ; Guangdong Basic and Applied Basic Research Foundation (2021A1515011997) ; C. Marques acknowledges Fundacao para a Ciencia e a Tecnologia (FCT) through the CEECIND/00034/2018 (iFish project) and this work was developed within the scope of the project i3N, UIDB/50025/2020 &UIDP/50025/2020, financed by national funds through the FCT/MEC. |
| Databáze: | OpenAIRE |
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