Integrated Wearable Motion Sensors for Comprehensive Health and Performance Monitoring: A Narrative Review

Authors

  • Yi Yau
  • I-Ling Kuo
  • Lim Boon Hooi

Keywords:

Smart Health Technology, Body Motion Sensors, Health Monitoring, Sports Technology, Digital Health

Abstract

As athlete health monitoring and personalized performance management become increasingly data-driven, the development of advanced wearable motion sensors has emerged as a key innovation shaping the future of sports science. Among various fabrication technologies, Chemical Vapor Deposition (CVD) stands out for its ability to produce flexible, durable, and highly sensitive motion sensors, making it particularly suitable for long-term athlete monitoring in real-world training and competition environments. Recent advances in CVD-based sensors have significantly improved the precision and reliability of motion data acquisition, providing real-time insights into movement quality, fatigue, and injury risk, critical factors for optimizing athlete health and performance. This review summarizes the latest progress in CVD-fabricated motion sensors, focusing on their applications in athlete health monitoring systems. Particular emphasis is placed on their dual capabilities: large-scale movement tracking (e.g., gait analysis, bio-mechanical assessment, and sport-specific motion capture) and small-scale physiological motion detection (e.g., micro-joint movements, muscle tremors, and subtle posture shifts). These capabilities offer valuable tools for both performance optimization and early injury detection, supporting personalized training adjustments and evidence-based rehabilitation strategies. Looking ahead, integrating CVD-based sensors into smart wearable systems will not only enhance continuous athlete health surveillance, but also enable re-al-time data feedback, empowering coaches, sports scientists, and medical teams to make more informed decisions during training, competition, and recovery. By bridging advanced sensor technology with practical, athlete-centered applications, this review high-lights how interdisciplinary innovations can drive the evolution of next-generation athlete health monitoring platforms, aligning closely with the vision of this Special Issue. These technologies are expected to benefit not only elite athletes but also recreational sports participants, contributing to broader advancements in sports health management and preventive care.

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References

Ahmed, A., Khoso, N. A., Arain, M. F., Khan, I. A., Javed, K., Khan, A., Memon, S. I., Fan, Q., & Shao, J. (2024). Development of Highly Flexible Piezoelectric PVDF-TRFE/Reduced Graphene Oxide Doped Electrospun Nano-Fibers for Self-Powered Pressure Sensor. Polymers, 16.

Arlotto, P., Grimaldi, M., Naeck, R., & Ginoux, J.-M. (2014). An Ultrasonic Contactless Sensor for Breathing Monitoring. Sensors, 14. https://doi.org/10.3390/s140815371

Baloda, S., Gupta, N., & Singh, S. (2024). Chemical Vapor Deposited Graphene/PDMS based Flexible Strain Sensor for Human Motion Detection Application. https://doi.org/10.1109/APSCON60364.2024.10465725

Cho, S., Chang, T., Yu, T., & Lee, C. H. (2022). Smart Electronic Textiles for Wearable Sensing and Display. Biosensors, 12, 222. https://doi.org/10.3390/bios12040222

Diaz, B., & Crick, C. (2023). Superhydrophobic coatings with environmentally friendly materials. In. https://doi.org/10.5772/intechopen.1002753

Faisal, A., Majumder, S., Mondal, T., Cowan, D., Naseh, S., & Deen, M. J. (2019). Monitoring Methods of Human Body Joints: State-of-the-Art and Research Challenges. Sensors, 19, 2629. https://doi.org/10.3390/s19112629

Ferreira, R., Silva, A., & Nunes-Pereira, J. (2024). Current On-Skin Flexible Sensors, Materials, Manufacturing Approaches, and Study Trends for Health Monitoring: A Review. ACS sensors, 9. https://doi.org/10.1021/acssensors.3c02555

Gelder, C., Capelle, C., Ebbink, B., Nugteren, I., Hout, J., Hakkesteegt, M., Doorn, P., Coo, F., Reuser, A., Gier, H., & Ans, T. (2011). Facial-muscle weakness, speech disorders and dysphagia are common in patients with classic infantile Pompe disease treated with enzyme therapy. Journal of inherited metabolic disease, 35, 505-511. https://doi.org/10.1007/s10545-011-9404-7

Hajra, S., Meltzer, J., Keerthi, P., Pappas, C., Sekuler, A., & Liu, C. (2025). Spontaneous blinking and brain health in aging: Large-scale evaluation of blink-related oscillations across the lifespan. Frontiers in Aging Neuroscience, 16. https://doi.org/10.3389/fnagi.2024.1473178

He, Y., Luo, K., Zhang, X., Wu, T., & Wang, Q. (2023). Transfer-free preparation of flexible strain sensors using high quality VGNs. Sensors and Actuators A: Physical, 366, 114949. https://doi.org/10.1016/j.sna.2023.114949

Homayounfar, Z., Kiaghadi, A., Ganesan, D., & Andrew, T. (2023). Humidity‐Resistant, Broad‐Range Pressure Sensors for Garment‐Integrated Health, Motion, and Grip Strength Monitoring in Natural Environments. Advanced Materials Technologies, 8. https://doi.org/10.1002/admt.202201313

Hong, T., Li, H., Xue, J., Wen, Y., Zhu, Z., Gao, X., Shi, Y., Dan, L., & Zheng, Q. (2025). Highly sensitive, stretchable, and transparent multidirectional wearable strain sensors based on patterned vertical graphene array. 2D Materials, 12. https://doi.org/10.1088/2053-1583/ada623

Klous, L., De Ruiter, C., Alkemade, P., Daanen, H., & Gerrett, N. (2020). Sweat rate and sweat composition during heat acclimation. Journal of Thermal Biology, 93, 102697. https://doi.org/https://doi.org/10.1016/j.jtherbio.2020.102697

Liu, J., Bao, S., & Wang, X. (2022). Applications of Graphene-Based Materials in Sensors: A Review. Micromachines (Basel), 13(2). https://doi.org/10.3390/mi13020184

Ma, Z. (2024). Advances in Graphene-Assisted Flexible Substrate Sensors for Human Motion Monitoring. International Journal of Electrochemical Science, 19, 100760. https://doi.org/10.1016/j.ijoes.2024.100760

Meng, K., Xiao, X., Wei, W., Chen, G., Nashalian, A., & Shen, S. (2022). Wearable Pressure Sensors for Pulse Wave Monitoring. Advanced Materials, 34, 2109357. https://doi.org/10.1002/adma.202109357

Mu, C., Zhu, T., Zhou, Y., Gu, Y., Yang, Q., & Wu, B. (2023). In-situ Growing of Helical Carbon Fibers on Graphene for High-performance Flexible Strain Sensor. Colloids and Surfaces A: Physicochemical and Engineering Aspects, 683, 132977. https://doi.org/10.1016/j.colsurfa.2023.132977

Muzaffar, S., Abbas, M., Habibah, U., Arshad, M., Tufail, A., Ahsan, M., Alissa, S. A., Abubshait, S., Abubshait, H., & Iqbal, M. (2021). Enhanced mechanical, UV protection and antimicrobial properties of cotton fabric employing nanochitosan and polyurethane based finishing. Journal of Materials Research and Technology, 11. https://doi.org/10.1016/j.jmrt.2021.01.018

Park, J., Hyun, W., Mun, S. C., Park, Y., & Park, O. (2015). Highly Stretchable and Wearable Graphene Strain Sensors with Controllable Sensitivity for Human Motion Monitoring. ACS applied materials & interfaces, 7. https://doi.org/10.1021/acsami.5b00695

Roberts, H., Denison, H., Martin, H., Patel, H., Syddall, H., Cooper, C., & Aihie Sayer, A. (2011). A review of the measurement of grip strength in clinical and epidemiological studies: Towards a standardised approach. Age and ageing, 40, 423-429. https://doi.org/10.1093/ageing/afr051

Schalk, N., Tkadletz, M., & Mitterer, C. (2022). Hard coatings for cutting applications: Physical vs. chemical vapor deposition and future challenges for the coatings community. Surface and Coatings Technology, 429, 127949. https://doi.org/10.1016/j.surfcoat.2021.127949

Schwenck, J., Punjabi, N., & Gaynanova, I. (2022). bp: Blood pressure analysis in R. PLoS One, 17, e0268934. https://doi.org/10.1371/journal.pone.0268934

Shenasa, M. A., & Shenasa, H. (2017). Hypertension, left ventricular hypertrophy, and sudden cardiac death. International journal of cardiology, 237, 60-63.

Su, C., Huang, X., Zhang, L., Zhang, Y., Yu, Z., Chen, C., Ye, Y., & Guo, S. (2022). Robust superhydrophobic wearable piezoelectric nanogenerators for self-powered body motion sensors. Nano Energy, 107, 108095. https://doi.org/10.1016/j.nanoen.2022.108095

Trung, T. Q., & Lee, N.-E. (2016). Flexible and Stretchable Physical Sensor Integrated Platforms for Wearable Human-Activity Monitoringand Personal Healthcare. Advanced materials (Deerfield Beach, Fla.), 28. https://doi.org/10.1002/adma.201504244

Tyler, C., Sunderland, C., & Cheung, S. (2013). The effect of cooling prior to and during Exercise on Exercise performance and capacity in the heat: A meta-analysis. British journal of sports medicine, 49. https://doi.org/10.1136/bjsports-2012-091739

Vavrinsky, E., Ebrahimzadeh Esfahani, N., Hausner, M., Kuzma, A., Režo, V., Donoval, M., & Svobodova Kosnacova, H. (2022). The Current State of Optical Sensors in Medical Wearables. Biosensors, 12, 217. https://doi.org/10.3390/bios12040217

Wang, H., He, X., Huang, X., Su, P., Xia, T., Liu, W., & Ye, Y. (2023). Vapor-based fabrication of PEDOT coating for wearable strain sensors with excellent sensitivity and self-cleaning capability. Materials Today Chemistry, 28, 101361. https://doi.org/10.1016/j.mtchem.2022.101361

Wen, D.-L., Pang, Y.-X., Huang, P., Wang, Y.-L., Zhang, X.-R., Deng, H.-T., & Zhang, X.-S. (2022). Silk Fibroin-Based Wearable All-Fiber Multifunctional Sensor for Smart Clothing. Advanced Fiber Materials, 4. https://doi.org/10.1007/s42765-022-00150-x

Zhang, J., Lian, S., Zhu, F., Cao, G., Ma, H., Wang, B., Wu, H., Zhao, Z., & Liu, Z. (2025). High-performance strain sensors using flexible micro-porous 3D-graphene with conductive network synergy. Journal of Materials Chemistry C, 13. https://doi.org/10.1039/D4TC04700A

Zhou, Y., Myant, C., & Stewart, R. (2022). Multifunctional and stretchable graphene/textile composite sensor for human motion monitoring. Journal of Applied Polymer Science, 139. https://doi.org/10.1002/app.52755

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Published

2025-04-24

How to Cite

1.
Yi Yau YY, Kuo I-L, Hooi LB. Integrated Wearable Motion Sensors for Comprehensive Health and Performance Monitoring: A Narrative Review. J Neonatal Surg [Internet]. 2025Apr.24 [cited 2025Sep.19];14(9S):895-902. Available from: https://www.jneonatalsurg.com/index.php/jns/article/view/4519