Cardiac monitoring with a smart textile based on polymer-encapsulated FBG: influence of sensor positioning

In recent years, wearables are exploding in popularity as unobtrusive devices able to extend traditional healthcare delivery systems. Smart textiles are one of the main innovative types of wearables used for non-invasive and continuous monitoring of cardiac activity. A prominent solution is based on the detection of vibrations induced on the chest surface by the heart beating (i.e., precordial motions). In the literature, different sensor positions have been investigated, but it appears to be a lack of accepted standard points for the detection of heart-induced motions. In this work, a smart textile based on fiber Bragg grating (FBG) sensor has been proposed to detect the precordial motions on the chest. The feasibility of the smart textile for cardiac monitoring has been evaluated on three volunteers at three measurement points. Then, the influence of the measurement site on the response of the smart textile has been preliminarily assessed in terms of peak-to-peak amplitude of the signal. The signal amplitude is greater than the noise, so it allows detecting precordial motions. These promising results foster future investigations on the capability and performance of the system in estimating heart rate. Further tests will also be devoted to finding out the optimal measurement points to standardize the sensors positioning in this specific application.

[1]  Ghufran Shafiq,et al.  Surface Chest Motion Decomposition for Cardiovascular Monitoring , 2014, Scientific Reports.

[2]  Emiliano Schena,et al.  Optical Fiber-Based MR-Compatible Sensors for Medical Applications: An Overview , 2013, Sensors.

[3]  Emiliano Schena,et al.  Smart Textile Based on Piezoresistive Sensing Elements for Respiratory Monitoring , 2019, IEEE Sensors Journal.

[4]  Emiliano Schena,et al.  Fiber Bragg Grating Probe for Relative Humidity and Respiratory Frequency Estimation: Assessment During Mechanical Ventilation , 2018, IEEE Sensors Journal.

[5]  Emiliano Schena,et al.  Design and Feasibility Assessment of a Magnetic Resonance-Compatible Smart Textile Based on Fiber Bragg Grating Sensors for Respiratory Monitoring , 2016, IEEE Sensors Journal.

[6]  Peyman Servati,et al.  Novel Flexible Wearable Sensor Materials and Signal Processing for Vital Sign and Human Activity Monitoring , 2017, Sensors.

[7]  Emiliano Schena,et al.  Respiratory and cardiac rates monitoring during MR examination by a sensorized smart textile , 2017, 2017 IEEE International Instrumentation and Measurement Technology Conference (I2MTC).

[8]  T. Erdogan Fiber grating spectra , 1997 .

[9]  Emiliano Schena,et al.  Smart Textile Based on 12 Fiber Bragg Gratings Array for Vital Signs Monitoring , 2017, IEEE Sensors Journal.

[10]  Paulo Mateus Mendes,et al.  A Smart Skin PVC Foil Based on FBG Sensors for Monitoring Strain and Temperature , 2011, IEEE Transactions on Industrial Electronics.

[11]  Carlo Menon,et al.  Automatic and Robust Delineation of the Fiducial Points of the Seismocardiogram Signal for Noninvasive Estimation of Cardiac Time Intervals , 2017, IEEE Transactions on Biomedical Engineering.

[12]  Emiliano Schena,et al.  Medical Smart Textiles Based on Fiber Optic Technology: An Overview , 2015, Journal of functional biomaterials.

[13]  Chenxi Yang,et al.  Pulse transit time measurement using seismocardiogram and in-ear acoustic sensor , 2016, 2016 IEEE Biomedical Circuits and Systems Conference (BioCAS).

[14]  Ali Khademhosseini,et al.  Wearables in Medicine , 2018, Advanced materials.

[15]  Emiliano Schena,et al.  Optical Fiber Gratings for Humidity Measurements: A Review , 2018, IEEE Sensors Journal.

[16]  José Higino Correia,et al.  Simultaneous cardiac and respiratory frequency measurement based on a single fiber Bragg grating sensor , 2011 .

[17]  Jan Nedoma,et al.  Non-invasive fiber optic probe encapsulated into PolyDiMethylSiloxane for measuring respiratory and heart rate of the human body , 2017 .

[18]  Peng Lu,et al.  Research on Improved Depth Belief Network-Based Prediction of Cardiovascular Diseases , 2018, Journal of healthcare engineering.

[19]  Łukasz Dziuda,et al.  Fiber Bragg grating-based sensor for monitoring respiration and heart activity during magnetic resonance imaging examinations , 2013, Journal of biomedical optics.

[20]  Pierre Comon,et al.  Independent component analysis, A new concept? , 1994, Signal Process..

[21]  S. Asokan,et al.  Fiber bragg grating sensor based device for simultaneous measurement of respiratory and cardiac activities , 2017, Journal of biophotonics.

[22]  Alan V. Sahakian,et al.  Remote Sensing of Heart Rate and Patterns of Respiration on a Stationary Subject Using 94-GHz Millimeter-Wave Interferometry , 2011, IEEE Transactions on Biomedical Engineering.

[23]  Anil Kumar Tiwari,et al.  Performance analysis of seismocardiography for heart sound signal recording in noisy scenarios , 2016, Journal of medical engineering & technology.

[24]  Amirtaha Taebi,et al.  Recent Advances in Seismocardiography , 2019, Vibration.

[25]  Anil Kumar Tiwari,et al.  Seismocardiography: An alternate method to estimate electro-mechanical window , 2016, 2016 International Conference on Systems in Medicine and Biology (ICSMB).

[26]  Kouhyar Tavakolian,et al.  Ballistocardiography and Seismocardiography: A Review of Recent Advances , 2015, IEEE Journal of Biomedical and Health Informatics.

[27]  I. Park,et al.  Stretchable, Skin‐Mountable, and Wearable Strain Sensors and Their Potential Applications: A Review , 2016 .

[28]  Ian Bennion,et al.  Cardiac-induced localized thoracic motion detected by a fiber optic sensing scheme , 2014, Journal of biomedical optics.

[29]  Emiliano Schena,et al.  Wearable System Based on Flexible FBG for Respiratory and Cardiac Monitoring , 2019, IEEE Sensors Journal.

[30]  M. Fajkus,et al.  Fiber optic sensor encapsulated in polydimethylsiloxane for heart rate monitoring , 2017, Commercial + Scientific Sensing and Imaging.

[31]  Emiliano Schena,et al.  A wearable textile for respiratory monitoring: Feasibility assessment and analysis of sensors position on system response , 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).