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November 30, 2010Medical Engineering & Physics161 citations

Comparison of acceleration signals of simulated and real-world backward falls

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JKJochen KlenkCBC. BeckerFLF. Lieken

Key Points

  • This research aims to compare acceleration signals from simulated and real-world backward falls to evaluate fall detection accuracy.
  • Analyzed acceleration signals from 5 real backward falls of 4 older persons and simulated falls by 18 healthy students.
  • Used a tri-axial acceleration sensor for data acquisition.
  • Performed two experiments: one where students simulated falls and another where they were released from a backward lean.
  • Higher variation in acceleration signals and maximum jerk in real-world falls compared to simulations in experiment 1.
  • In experiment 2, all values of acceleration and jerk were higher for simulations than real-world falls.
  • Findings highlight the differences between real-world falls and simulations, suggesting limitations in using simulations.

Abstract

Most of the knowledge on falls of older persons has been obtained from oral reports that might be biased in many ways. Fall simulations are widely used to gain insight into circumstances of falls, but the results, at least concerning fall detection, are not convincing. Variation of acceleration and maximum jerk of 5 real-world backward falls of 4 older persons (mean age 68.8 years) were compared to the corresponding signals of simulated backward falls by 18 healthy students. Students were instructed to "fall to the back as if you were a frail old person" during experiment 1. In experiment 2, students were instructed not to fall, if possible, when released from a backward lean. Data acquisition was performed using a tri-axial acceleration sensor. In experiment 1, there was significantly more variation within the acceleration signals and maximum jerk was higher in the real-world falls, compared to the fall simulation. Conversely, all values of acceleration and jerk were higher for the fall simulations, compared to real-world falls in experiment 2. The present findings demonstrate differences between real-world falls and fall simulations. If fall simulations are used, their limitations should be noted and the protocol should be adapted to better match real-world falls.

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Cite This Study

Klenk et al. (2010) studied this question.

synapsesocial.com/papers/6a1e8a8f0a6b1b87af954cc5https://doi.org/10.1016/j.medengphy.2010.11.003
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