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Updated: Oct 27, 2025

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Design and Analysis for Fall Detection System Simplification
Published on: April 6, 2020
10.9K
Data about fall events and ordinary daily activities from a sensorized smart floor.
Aleksandar Tošić1,2, Niki Hrovatin1,2, Jernej Vičič1,3
1Faculty of Mathematics, Natural Sciences and Information Technologies, University of Primorska, Glagoljaška 8, Koper SI-6000, Slovenija.
Data in Brief
|July 21, 2021
Summary
This study collected smart floor sensor data from 420 simulated falls to develop better non-intrusive fall detection systems. The data can improve accuracy and enable new fall identification techniques.
Area of Science:
- Biomedical Engineering
- Sensor Technology
- Gerontology
Background:
- Falls are a significant health risk, especially for the elderly.
- Current fall detection systems often lack accuracy or intrusiveness.
- Smart floor technology offers a potential non-intrusive solution.
Purpose of the Study:
- To collect and organize data from simulated falls using a smart floor.
- To develop and improve non-intrusive fall detection algorithms.
- To explore the use of sensor data for enhanced fall identification.
Main Methods:
- A smart floor with 16 pressure sensors was utilized.
- 60 volunteers simulated 420 distinct fall events.
- Data was recorded, organized in CSV format, and linked to participant demographics.
Main Results:
- A comprehensive dataset of simulated fall events was successfully generated.
- The data provides a foundation for developing advanced fall detection algorithms.
- The dataset includes participant characteristics for future research.
Conclusions:
- The collected smart floor data is valuable for creating more accurate, non-intrusive fall detection solutions.
- This dataset can drive innovation in identifying accidental falls.
- The data has potential for broader applications in smart living environments.
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