Tu-FSW-08 - A Flexible Wearable Platform with On-Device TinyML for Context-Aware Bio-Signal Monitoring

Event

EUROSENSORS 2026
2026-09-06 - 2026-09-09
Zurich

Band

Poster

Chapter

Flexible Stretchable And Wearable Sensors

Author(s)

S. -W. Shen, S. -L. Lin, C. Buchowiecki, C. -H. Hong, J. -E. Lee, Y. -L. Chen, Y. -C. Yang, S. -Y. You, S. -Y. Hung, H. -F. Tseng, H. Fujita, C. -Y. Lo - National Tsing Hua University,Hsinchu (Taiwan)

Pages

483 - 484

DOI

10.5162/eurosensors2026/Tu-FSW-08

ISBN

978-3-910600-12-6

Price

free

Abstract

This paper presents a flexible, standalone wearable platform for context-aware bio-disgnal monitoring for emergency scenarios; and introduced heart rate detection as the proof-of-concept. Ondevice TinyML model running on a resource-constrained microprocessing unit to distinguishing motion states was realized using synchronized photoplethysmography and inertial measurement unit data. This low-power context awareness forms the critical foundation for active noise-filtering to ensure robust, immediate physiological alerts for first responders and elder care without external networks.