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Photonic Interfaces: an Innovative Wearable Sensing Solution for Continuous Monitoring of Human Motion and
Yingchun Wu1,2,3, Kangjian Bao2,3, Junxuan Liang4
1Zhejiang University, Hangzhou, 310058, China.
Small Methods
|June 27, 2025
Summary
A novel flexible photonic wearable sensor integrates a microring resonator for sensitive human motion and physiological monitoring. Machine learning achieves 97% accuracy, advancing smart wearable technology.
Area of Science:
- Integrated photonics
- Wearable sensors
- Biomedical engineering
Background:
- Flexible integrated photonic sensors offer advantages for intelligent wearable sensing.
- Challenges exist in integrating these sensors for simultaneous monitoring of human motions and physiological activities.
Purpose of the Study:
- To develop a fully packaged, innovative integrated photonic wearable sensor for comprehensive human monitoring.
- To enhance wearability and sensitivity for practical applications.
Main Methods:
- Designed a flexible necklace-shaped microring resonator (MRR) to minimize scattering loss.
- Utilized grating couplers (GCs) and a fiber array (FA) for seamless integration and enhanced sensitivity.
- Employed machine learning algorithms for signal classification.
Main Results:
- Achieved a high intrinsic quality factor (Qint) of 1.68 × 105 for the MRR, ensuring precise monitoring.
- Demonstrated superior sensitivity in monitoring human motions and physiological signs.
- Attained 97% accuracy in classifying sensor signals using machine learning.
Conclusions:
- The developed sensor enables highly sensitive and precise monitoring of human activities and physiology.
- Shows significant potential for applications in human-machine interfaces, artificial skin, and environments with electromagnetic interference.
- Represents a substantial advancement in smart wearable technology.
Keywords:
flexible sensorfull‐packaged solutionmachine learning algorithmsnecklace‐shaped microring resonatorwearable sensingMore Related Videos
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