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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

G. Sartini

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Jul 2026

A Measurement Framework for Distinguishing Human Activities Using Time-Frequency Analysis of Ultrasonic Sensors Data

The accurate measurement of physical activity in indoor environments is crucial for Ambient Assisted Living (AAL) applications, yet current wearable and vision-based technologies suffer from user obtrusiveness and privacy concerns. To overcome these limitations, this paper proposes a privacy-preserving activity measure...

Sara Meletani, G. Sartini, S. Casaccia et al. · 0 citations
Jul 2026

Statistical Characterization of Jerk Magnitude for Human Activity Recognition Using Wearable Sensors

Human Activity Recognition (HAR) focuses on measuring human activities from inertial sensor signals acquired through wearable devices. While machine learning and deep learning approaches achieve high classification performance, they often suffer from limited interpretability, high computational cost, and reduced genera...

G. Sartini, Sara Meletani, S. Casaccia et al. · 0 citations

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