An FBG-based sensor with both wearable and handheld forms for carotid arterial pulse waveform measurement
Abstract
This paper proposes a fiber Bragg grating (FBG)-based high-precision sensor for cardiovascular pulse monitoring in real-time. The sensor prototype mainly consists of a force-sensitive flexure in a parallel structure configuration, a suspended optical fiber inscribed with an FBG element, a contact pad, and a wearable elastic band. The proposed flexure develops from a six-bar parallel mechanism based on the rigid body replacement method and achieves a compact, miniatured, and wearable design. This flexure converts the longitudinal pulse input into a horizontal deformation/force output, supports the force amplification with a simplified bridge-type amplified mechanism, and achieves improved sensitivity of pulse waveform measurement. The FBG optical fiber has been horizontally suspended and assembled on the flexure with a two-point pasting configuration and sensed the horizontal stretching and compression-induced strain variation. The parallel flexure based on a dual design has been introduced to depress the crosstalk among the lateral directions and the influences of external measurement disturbances. Design optimization has been performed based on the finite element method (FEM) simulation to improve the sensor sensitivity. Both static and dynamic experiments verify the performances of the optimized wearable sensor design. The sensor sensitivity achieves an excellent sensitivity of 1547.3 pm/N with a small linearity error of 0.38%, and negligible crosstalk of less than 2% in radial directions, validating its negligible anti-turbulence capability. The proposed sensor design also supports the easy implementation of the handheld sensor form. The carotid pulse measurement experiments for both the wearable and handheld sensor forms were carried out to validate the effectiveness of the proposed sensor design.
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Fiber Bragg grating (FBG)-based pulse sensors achieved low error margins (<2%) across diverse skin types.
“Experimental prototypes, such as fiber Bragg grating (FBG)-based pulse sensors (Shi et al., 2023), achieved low error margins (<2%) across diverse skin types, suggesting future design directions [18].”
From Photoplethysmography in Diverse Skin Tones: Evaluating Bias in Smartwatch Health Monitoring (2025) · cites this paper as [18]
Socioeconomic disparities in access to smartwatches may interact with skin-tone-related bias, raising additional equity concerns.
“However, regional variations may exist, and socioeconomic disparities in access to these devices may further interact with skin-tone-related bias, raising additional equity concerns [17-23].”
From Photoplethysmography in Diverse Skin Tones: Evaluating Bias in Smartwatch Health Monitoring (2025) · cites this paper as [18]
Cites
Schwartz, G., Tee, B. C.-K., Mei, J., Appleton, A. L., Kim, D. H., Wang, H., & Bao, Z. (2013) · Nature Communications · doi:10.1038/ncomms2832 · Cited by 2,042 · see citing works
Wearable Sensors for Human Activity Monitoring: A Review
Mukhopadhyay, S. C. (2015) · IEEE Sensors Journal · doi:10.1109/jsen.2014.2370945 · Cited by 1,401 · see citing works
Park, J., Kim, M., Lee, Y., Lee, H. S., & Ko, H. (2015) · Science Advances · doi:10.1126/sciadv.1500661 · Cited by 936 · see citing works
Cuffless Blood Pressure Estimation Algorithms for Continuous Health-Care Monitoring
Kachuee, M., Kiani, M. M., Mohammadzade, H., & Shabany, M. (2017) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2016.2580904 · Cited by 621 · see citing works
Yang, J., Chen, J., Su, Y., Jing, Q., Li, Z., Fang, Y., Wen, X., Wang, Z., & Wang, Z. L. (2015) · Advanced Materials · doi:10.1002/adma.201404794 · Cited by 601 · see citing works
Wearable Flexible Sensors: A Review
Nag, A., Mukhopadhyay, S. C., & Kosel, J. (2017) · IEEE Sensors Journal · doi:10.1109/jsen.2017.2705700 · Cited by 530 · see citing works
Flexible Wearable Sensors for Cardiovascular Health Monitoring
Chen, S., Qi, J., Fan, S., Qiao, Z., Yeo, J. C., & Lim, C. T. (2021) · Advanced Healthcare Materials · doi:10.1002/adhm.202100116 · Cited by 453 · see citing works
Shape Sensing Techniques for Continuum Robots in Minimally Invasive Surgery: A Survey
Shi, C., Luó, X., Qi, P., Li, T., Song, S., Najdovski, Z., Fukuda, T., & Ren, H. (2016) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2016.2622361 · Cited by 423 · see citing works
Self-citationMiniature 3-Axis Distal Force Sensor for Minimally Invasive Surgical Palpation
Puangmali, P., Liu, H., Seneviratne, L. D., Prokar Dasgupta, A., & Althoefer, K. A. (2011) · IEEE/ASME Transactions on Mechatronics · doi:10.1109/tmech.2011.2116033 · Cited by 248 · see citing works
Jin, K., Khonsari, S., Gallagher, R. D., Gallagher, P., Clark, A. M., Freedman, B., Briffa, T. G., Bauman, A. E., Redfern, J., & Neubeck, L. (2019) · European Journal of Cardiovascular Nursing · doi:10.1177/1474515119826510 · Cited by 231 · see citing works
Functionality of Flexible Pressure Sensors in Cardiovascular Health Monitoring: A Review
Mishra, S., Mohanty, S., & Ramadoss, A. (2022) · ACS Sensors · doi:10.1021/acssensors.2c00942 · Cited by 135 · see citing works
Fiber Bragg Grating Sensors for Cardiorespiratory Monitoring: A Review
Massaroni, C., Zaltieri, M., Lo Presti, D., Nicolo, A., Tosi, D., & Schena, E. (2021) · IEEE Sensors Journal · doi:10.1109/jsen.2020.2988692 · Cited by 128 · see citing works
Smart textile using hetero-core optical fiber for heartbeat and respiration monitoring
Koyama, Y., Nishiyama, M., & Watanabe, K. (2018) · IEEE Sensors Journal · doi:10.1109/jsen.2018.2847333 · Cited by 126 · see citing works
In-Fiber Interferometric-Based Sensors: Overview and Recent Advances
Miliou, A. N. (2021) · Photonics · doi:10.3390/photonics8070265 · Cited by 125 · see citing works
Lv, C., Wang, S., & Shi, C. (2019) · Annals of Biomedical Engineering · doi:10.1007/s10439-019-02388-w · Cited by 107 · see citing works
Self-citationSix-Dimensional Force/Torque Sensor Based on Fiber Bragg Gratings With Low Coupling
Xiong, L., Guo, Y., Jiang, G., et al. (2020) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2020.2982107 · Cited by 106 · see citing works
Computational Traditional Chinese Medicine diagnosis: A literature survey
Zhang, Q., Zhou, J., & Zhang, B. (2021) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2021.104358 · Cited by 85 · see citing works
The significance of left ventricular ejection time in heart failure with reduced ejection fraction
Alhakak, A. S., Teerlink, J. R., Lindenfeld, J. M., Böhm, M., Rosano, G. M. C., & Biering‐Sørensen, T. (2021) · European Journal of Heart Failure · doi:10.1002/ejhf.2125 · Cited by 81 · see citing works
A Fiber Bragg Grating Sensor for Radial Artery Pulse Waveform Measurement
Jia, D., Jing, C., Li, S., Zhang, H., Yan, Y., Liu, T., & Sun, Y. (2017) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2017.2722008 · Cited by 80 · see citing works
Self-citationLi, T., Shi, C., Tan, Y., et al. (2016) · IEEE Sensors Journal · doi:10.1109/jsen.2016.2641931 · Cited by 79 · see citing works
Self-citationA New Compliant Mechanical Amplifier Based on a Symmetric Five-Bar Topology
Ouyang, P. R., Zhang, W., & Gupta, M. M. (2008) · Journal of Mechanical Design · doi:10.1115/1.2965600 · Cited by 77 · see citing works
Using PPG Signals and Wearable Devices for Atrial Fibrillation Screening
Yang, C., Veiga, C., Rodriguez-Andina, J. J., Fariña, J., Íñiguez, A., & Yin, S. (2019) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2018.2889614 · Cited by 77 · see citing works
Shi, C., Dong, X., & Yang, Z. Y. (2021) · IEEE/ASME Transactions on Mechatronics · doi:10.1109/tmech.2021.3052806 · Cited by 72 · see citing works
Self-citationHouston, M. C. (2018) · Therapeutic Advances in Cardiovascular Disease · doi:10.1177/1753944717743920 · Cited by 61 · see citing works
Shi, C., Luó, X., Guo, J. C., et al. (2017) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2017.2703903 · Cited by 54 · see citing works
Self-citationPulse Wave Velocity Measurement With Multiplexed Fiber Optic Fabry–Perot Interferometric Sensors
Ushakov, N. A., Markvart, A. A., & Liokumovich, L. B. (2020) · IEEE Sensors Journal · doi:10.1109/jsen.2020.2997465 · Cited by 51 · see citing works
A Noncontact Skin Oxygen-Saturation Imaging System for Measuring Human Tissue Oxygen Saturation
Tsai, H., Huang, K., Chang, H.-C., Yeh, J.-L. A., & Chang, C. (2014) · IEEE Transactions on Instrumentation and Measurement · doi:10.1109/tim.2014.2312512 · Cited by 45 · see citing works
Monitoring heart and respiratory rates at radial artery based on PPG
Wang, C., Li, Z., & Wei, X. (2013) · Optik · doi:10.1016/j.ijleo.2012.11.044 · Cited by 44 · see citing works
Hsu, P.-C., Wu, H., & Sun, C. (2018) · Journal of Medical Systems · doi:10.1007/s10916-018-0901-1 · Cited by 44 · see citing works
Li, J., Liu, B., Liu, J., Shi, J., He, X., Yuan, J., & Wu, Q. (2022) · Sensors and Actuators A Physical · doi:10.1016/j.sna.2022.113429 · Cited by 44 · see citing works
Feasibility studies of Bragg probe for noninvasive carotid pulse waveform assessment
Leitão, C., Antunes, P. F. D. C., Alberto, N., et al. (2013) · Journal of Biomedical Optics · doi:10.1117/1.jbo.18.1.017006 · Cited by 38 · see citing works
Tang, Z., Wang, S., & Shi, C. (2021) · IEEE Sensors Journal · doi:10.1109/jsen.2021.3097321 · Cited by 36 · see citing works
Self-citation3-D Force Sensing Strategy of Laryngeal Continuum Surgical Robot Based on Fiber Bragg Gratings
Wang, H., Yan, Z., Gao, Y., et al. (2021) · IEEE Transactions on Instrumentation and Measurement · doi:10.1109/tim.2021.3106106 · Cited by 36 · see citing works
Fiber-optic-based force and shape sensing in surgical robots: a review
Jiang, Q., Li, J., & Masood, D. (2023) · Sensor Review · doi:10.1108/sr-04-2022-0180 · Cited by 36 · see citing works
A Wearable Respiration and Pulse Monitoring System Based on PVDF Piezoelectric Film
Xin, Y., Qi, X., Qian, C., et al. (2014) · Integrated ferroelectrics · doi:10.1080/10584587.2014.957060 · Cited by 34 · see citing works
Carotid Arterial Pulse Waveform Measurements Using Fiber Bragg Grating Pulse Probe
Padma, S., Umesh, S., Talabattula, S., & Asokan, S. (2017) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2017.2765701 · Cited by 29 · see citing works
Compliant Mechanisms for Motion/Force Amplifiers for Robotics
Hricko, J., & Havlík, Š. (2019) · Advances in intelligent systems and computing · doi:10.1007/978-3-030-19648-6_4 · Cited by 29 · see citing works
Central arterial pulse waveform acquisition with a portable pen-like optical fiber sensor
Leitão, C., Antunes, P. F. D. C., André, P., et al. (2014) · Blood Pressure Monitoring · doi:10.1097/mbp.0000000000000079 · Cited by 26 · see citing works
Urgent Problems of Metrological Assurance of Optical Pulse Oximetry
Lovinsky, L. S. (2006) · IEEE Transactions on Instrumentation and Measurement · doi:10.1109/tim.2006.873784 · Cited by 23 · see citing works
Wang, D., Shen, J., Mei, L., et al. (2017) · IEEE Sensors Journal · doi:10.1109/jsen.2017.2704903 · Cited by 22 · see citing works
Radial arterial compliance measurement by fiber Bragg grating pulse recorder
Sharath, U., Shwetha, C., Anand, K., et al. (2014) · Journal of Human Hypertension · doi:10.1038/jhh.2014.45 · Cited by 16 · see citing works
Feasibility of Precision Medicine in Hypertension Management—Scope and Technological Aspects
Nitzan, M., & Nitzan, I. (2022) · Journal of Personalized Medicine · doi:10.3390/jpm12111861 · Cited by 12 · see citing works
Pulse transit time differential measurement by fiber Bragg grating pulse recorder
Umesh, S., Padma, S., Ambastha, S., Kalegowda, A., & Asokan, S. (2015) · Journal of Biomedical Optics · doi:10.1117/1.jbo.20.5.057005 · Cited by 10 · see citing works
A Band-Aid Type Sensor for Wearable Physiological Monitoring
Nguyen, T., Okada, H., Takei, Y., Takei, A., & Ichiki, M. (2021) · International Conference on Solid-State Sensors, Actuators and Microsystems · doi:10.1109/transducers50396.2021.9495509 · Cited by 8 · see citing works
Tang, Y., Roberts, R. C., Lam, C. H. M., et al. (2022) · IEEE Sensors Journal · doi:10.1109/jsen.2022.3153684 · Cited by 7 · see citing works
A Study on a Sensitization Configuration of FBG Hydrophone Unit
He, L. (2007) · Chuangan jishu xuebao · Cited by 2 · see citing works
A Phase Optimization Method Based on Fast Iteration and Boundary Guidance
Shi, B., Ma, Z., Liu, H., Ni, X., Xiao, W., & Qiu, Y. (2023) · IEEE Transactions on Instrumentation and Measurement · doi:10.1109/tim.2023.3302345 · Cited by 2 · see citing works
Self-citationResearch of the Ultra-Thin Fiber Bragg Grating Hydrophone
Huang, J., Li, Y., Gu, H. C., et al. (2012) · Key engineering materials · doi:10.4028/www.scientific.net/kem.500.682 · Cited by 1 · see citing works
Design of encapsulated structure of distributed feedback fiber laser hydrophone
Bo, 谭. T., & Junbin, 黄. H. (2012) · Optics and Precision Engineering · doi:10.3788/ope.20122008.1691 · Cited by 1 · see citing works
Design of Circuit for Conditioning the Pulse Signals
Liu, J. (2012) · Electronic Component & Device Applications · Cited by 1 · see citing works
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Duarah, R., Torné‐Morató, H., Zhang, G., Amin, Y., Pabast, M., Sharma, N., He, S., Das, M. R., & Pompa, P. P. (2026) · Advanced Healthcare Materials · doi:10.1002/adhm.202504419 · Cited by 24 · see citing works
Photoplethysmography in Diverse Skin Tones: Evaluating Bias in Smartwatch Health Monitoring
Asif, S., AlSaafeen, A., Nadar, S., Nambiar, S., Dannawi, J., Korrapati, H., & Wilkhoo, H. S. (2025) · Cureus · doi:10.7759/cureus.94074 · Cited by 9 · see citing works
- Authors
- Shi, C., Zhang, H., Ni, X., & Wang, K.
- Affiliations
- Tianjin University (CN)
- Venue
- IEEE Transactions on Instrumentation and Measurement
- Published
- 2023
- Volume
- 72
- Pages
- 1-10
- ISSN
- 0018-9456 (ISSN-L)
- 1557-9662
- OpenAlex
- W4386362888
- Cited by
- 33
- References
- 50
- Citations by year
- 2026: 11 · 2025: 13 · 2024: 9
- FWCI
- 2.46
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- IEEE Transactions on Instrumentation and Measurement (publishedVersion)
- Funders
- National Natural Science Foundation of China (61973231, 62211530111, 92148201)
- Royal Society (IEC\NSFC\211360)
- International Institute for Innovative Design and Intelligent Manufacturing of Tianjin University in Zhejiang, Shaoxing, China
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Advanced Fiber Optic Sensors
- Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
- Physical Sciences › Engineering › Biomedical Engineering › Advanced Sensor and Energy Harvesting Materials
- Keywords
- fiber Bragg grating sensors, wearable sensors, handheld sensor, force amplification, strain sensing, crosstalk reduction, sensor sensitivity optimization
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