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SPR-Amplified TiO2-NanoMXene Heterojunction for Ultrasensitive Contactless Human Activity Recognition.

Yan Wang1,2,3, Chong Li1,4,5, Shiya Qi1,2,3

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|March 9, 2026
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Summary

This study introduces a novel fiber-optic sensor for contactless human activity recognition (HAR) using moisture signatures. The plasmon-amplified TiO2-nanoMXene heterojunction offers ultrahigh sensitivity and rapid response for advanced intelligent systems.

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Area of Science:

  • Materials Science
  • Nanotechnology
  • Sensor Technology

Background:

  • Contactless human activity recognition (HAR) is crucial for intelligent systems.
  • Existing vision/inertial sensors face reliability and privacy issues.
  • Moisture sensing is an alternative but limited by sensitivity and response time.

Purpose of the Study:

  • To develop a novel moisture-sensing paradigm for advanced HAR.
  • To overcome limitations of current moisture-sensing technologies.
  • To achieve ultrahigh sensitivity, rapid response, and scalability in moisture detection.

Main Methods:

  • Fabrication of a plasmon-amplified TiO2-nanoMXene heterojunction on a fiber-optic tip.
  • Utilizing surface plasmon resonance (SPR) for light-activated catalysis.
  • Leveraging a self-reinforcing feedback loop for signal amplification.

Main Results:

  • The sensor demonstrates ultrahigh sensitivity to trace moisture.
  • Achieved fast response and recovery times with minimal hysteresis.
  • Exhibited robust environmental resilience.
  • Successfully validated for contactless finger sensing, diaper wetness monitoring, and respiratory analysis.

Conclusions:

  • The developed fiber-optic moisture sensor represents a new paradigm for contactless HAR.
  • The plasmon-amplified heterojunction enables sensitive, rapid, and reliable moisture detection.
  • This technology has transformative potential in healthcare and intelligent systems.