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Updated: Jul 17, 2026

Evaluation of a Smartphone-based Human Activity Recognition System in a Daily Living Environment
Published on: December 11, 2015
Metal Microelectromechanical Resonator Exhibiting Fast Human Activity Detection
Francesc Torres1, Arantxa Uranga1, Núria Barniol1
1Electronic Engineering Department, Universitat Autònoma de Barcelona, Edifici Q, Campus UAB, 08193 Cerdanyola del Valles, Spain.
Abstract:
This work presents a MEMS resonator used as an ultra-high resolution water vapor sensor (humidity sensing) to detect human activity through finger movement as a demonstrator example. This microelectromechanical resonator is designed as a clamped-clamped beam fabricated using the top metal layer of a commercial CMOS technology (0.35 μm CMOS-AMS) and monolithically integrated with conditioning and readout circuitry. Sensing is performed through the resonance frequency change due to the addition of water onto the clamped-clamped beam coming from the moisture created by the evaporation of water in the human body. The sensitivity and high-speed response to the addition of water onto the metal bridge, as well as the quick dewetting of the surface, make it suitable for low-power human activity sensing.

