Journal of Jishou University(Natural Sciences Edition) ›› 2021, Vol. 42 ›› Issue (3): 34-40.DOI: 10.13438/j.cnki.jdzk.2021.03.006

• Computer and Automation • Previous Articles     Next Articles

Self-Adaptive and Real-Time Pre-Fall Detection

XIE Jing, YANG Panlong, WEI Xing   

  1. (1. Department of Public Basic Education, Bengbu Medical College, Bengbu 233030, Anhui China;2. School of Computer Science and Technology, University of Science and Technology of China, Hefei 230027, China)
  • Online:2021-05-25 Published:2021-08-30

Abstract: To detect falls before falling and to provide basis for fall prevention, this study proposes a self adaptive pre-fall detection method that combines SVM and threshold method. Experiment results show that this method has a longer interval time than the artifical threshold and SVM, and has higher recall rate and specificity than SVM. The self-adaptive pre-fall detection method can detect the fall before the fall impact.

Key words: pre-fall detection, impact, self-adaptive, real-time, SVM

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