Smart Mattress Based on Multipoint Fiber Bragg Gratings for Respiratory Rate Monitoring

被引:17
|
作者
De Tommasi, Francesca [1 ]
Lo Presti, Daniela [1 ]
Caponero, Michele Arturo [2 ]
Carassiti, Massimiliano [3 ]
Schena, Emiliano [1 ]
Massaroni, Carlo [1 ]
机构
[1] Univ Campus Biomed Roma, Dept Fac Engn, Unit Measurements & Biomed Instrumentat, I-00128 Rome, Italy
[2] ENEA Res Ctr Frascati, I-00044 Rome, Italy
[3] Univ Campus Biomed Roma, Sch Med, Unit Anesthesia Intens Care & Pain Management, I-00128 Rome, Italy
关键词
Fiber Bragg grating sensors (FBGs); multipoint monitoring; respiratory rate (RR); smart mattress; unobtrusive monitoring; VITAL SIGNS; BREATHING DISORDERS; SLEEP-APNEA; SYSTEM; HEART; TECHNOLOGY; MOVEMENTS; FBG;
D O I
10.1109/TIM.2022.3232615
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
monitoring of respiratory rate (RR) is of great importance in people suffering from sleep-related breathing disorders (SBDs). Instrumented mattresses are gaining the atten-tion of several research groups to monitor this vital sign. Among the existing sensing techniques, fiber Bragg grating sensors (FBGs) show promise in this arena. In this article, we presented a novel FBG-based smart mattress to monitor RR over time. The proposed measuring system consisted of 13 sensing elements (SEs) based on FBGs encapsulated in soft biocompatible rubber, totally embedded in multiple silicone layers. Compactness, robustness, and user comfort are the main advantages of our solution. The mattress size and the arrangement of the 13 SEs were chosen to allow monitoring subjects with different anthropometric parame-ters and taking up different sleeping postures. Before the overall system integration, each SE was subjected to static and dynamic metrological characterization, a process often overlooked in fiber-optic-based mattresses. Results showed a mean sensitivity to force equal to 14 pm middot N-1 and a mean percentage hysteresis error always lower than 18%. The feasibility assessment of the system in RR monitoring was carried out on five healthy volunteers taking up common sleeping postures (i.e., supine-S-, right side-RS-, left side-LS-, and prone-P-) under two breathing conditions (i.e., quiet breathing-QB-, and tachypnea-T-). RR esti-mation showed a mean absolute error (MAE) always lower than 0.65 breaths/min. The promising findings proved the capability of our smart mattress in monitoring RR over time, encouraging the investigation of its performance in real-world scenarios.
引用
收藏
页数:10
相关论文
共 50 条
  • [21] Rotor Temperature Monitoring using Fiber Bragg Gratings
    Hudon, C.
    Guddemi, C.
    Gingras, S.
    Leite, R. C.
    Mydlarski, L.
    2016 IEEE ELECTRICAL INSULATION CONFERENCE (EIC), 2016, : 456 - 459
  • [22] Fiber Bragg Gratings Array for Structural Health Monitoring
    Chen, B. L.
    Shin, C. S.
    MATERIALS AND MANUFACTURING PROCESSES, 2010, 25 (04) : 255 - 258
  • [23] Optimal timing jitter rate multipliers based on sampled Fiber Bragg Gratings
    Thomas, Saju
    Azana, Jose
    Yiannopoulos, Konstantinos
    2007 IEEE LEOS ANNUAL MEETING CONFERENCE PROCEEDINGS, VOLS 1 AND 2, 2007, : 926 - +
  • [24] Liquid flow motion rate measuring method, based on the fiber Bragg gratings
    Novikova, Victoria A.
    Varzhel, Sergey V.
    Tokareva, Ianina D.
    Dmitriev, Andrey A.
    OPTICAL AND QUANTUM ELECTRONICS, 2020, 52 (03)
  • [25] Liquid flow motion rate measuring method, based on the fiber Bragg gratings
    Victoria A. Novikova
    Sergey V. Varzhel
    Ianina D. Tokareva
    Andrey A. Dmitriev
    Optical and Quantum Electronics, 2020, 52
  • [26] Fiber Optic Sensors Based on Fiber Bragg Gratings for Methanol Steam Reforming Temperature Monitoring
    Trudel, E.
    Peppley, B. A.
    Wild, P.
    CHEMICAL SENSORS 12: CHEMICAL AND BIOLOGICAL SENSORS AND ANALYTICAL SYSTEMS, 2016, 75 (16): : 265 - 276
  • [27] Optical Fiber Thermometer Based on Fiber Bragg Gratings
    Bin Rosli, Ekbal
    Noor, Uzer Mohd
    6TH INTERNATIONAL CONFERENCE ON ELECTRONIC DEVICES, SYSTEMS AND APPLICATIONS 2017 (ICEDSA 2017), 2018, 340
  • [28] Performance improvement of cascaded dispersion compensation based fiber Bragg gratings by smart selection
    Giacoumidis, Elias
    Perentos, Andreas
    Aldaya, Ivan
    MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, 2016, 58 (12) : 2954 - 2957
  • [29] Cardio-Respiratory Monitoring in Archery Using a Smart Textile Based on Flexible Fiber Bragg Grating Sensors
    Lo Presti, Daniela
    Romano, Chiara
    Massaroni, Carlo
    D'Abbraccio, Jessica
    Massari, Luca
    Caponero, Michele Arturo
    Oddo, Calogero Maria
    Formica, Domenico
    Schena, Emiliano
    SENSORS, 2019, 19 (16)
  • [30] Smart CFRP Systems-Fiber Bragg Gratings for Fiber Reinforced Polymers
    Kaeseberg, Stefan
    Holschemacher, Klaus
    ADVANCES IN FRP COMPOSITES IN CIVIL ENGINEERING, 2010, : 252 - 255