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Falling monitoring system based on multi axial accelerometer

  • Harbin Institute of Technology
  • Harbin Electric Machinery Company Limited
  • National Research Center for Rehabilitation Technical Aids

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

A portable & wearable falling monitoring system is proposed in this paper, which is based on microcontroller and triaxial accelerometer, and used for real-time monitoring of human body motion state. Its purpose is to make real-time judgments during the falling, and enable airbags or other protective devices before the body impacts with the ground, preventing or reducing the damage of falling to the human body. This paper proposes a multi-condition comprehensive evaluation algorithm based on the value of acceleration SVM, by analyzing acceleration curve of the processes of the body falling and various daily activities. In the algorithm, the weightlessness condition, the time condition, the speed condition, and the angle condition etc are considered in human body motion state analysis, then the judgment is made whether a falling is happening by these conditions. Experiments show that the method can effectively identify the course of the falling with a low miss report rate and false report rate, meanwhile it can provides the appropriate time margin, and should be a feasible and practical way.

Original languageEnglish
Title of host publicationProceeding of the 11th World Congress on Intelligent Control and Automation, WCICA 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages7-12
Number of pages6
EditionMarch
ISBN (Electronic)9781479958252
DOIs
StatePublished - 2 Mar 2015
Externally publishedYes
Event2014 11th World Congress on Intelligent Control and Automation, WCICA 2014 - Shenyang, China
Duration: 29 Jun 2014 → 4 Jul 2014

Publication series

NameProceedings of the World Congress on Intelligent Control and Automation (WCICA)
NumberMarch
Volume2015-March

Conference

Conference2014 11th World Congress on Intelligent Control and Automation, WCICA 2014
Country/TerritoryChina
CityShenyang
Period29/06/14 → 4/07/14

Keywords

  • Falling detection
  • Multi-condition comprehensive evaluation algorithm
  • SVM
  • Three-axis Digital Accelerometer

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