Efficient fall detection in four directions based on smart insoles and RDAE-LSTM model

作者：

Highlights：

• 4-Directional information is crucial to fall protection.

• An unobtrusive method for 4-directional fall detection.

• Detection framework with gait state memory achieved high performance.

摘要

•4-Directional information is crucial to fall protection.•An unobtrusive method for 4-directional fall detection.•Detection framework with gait state memory achieved high performance.

论文关键词：4-Directional fall detection,Smart insole,RDAE-LSTM

论文评审过程：Received 12 August 2021, Revised 9 May 2022, Accepted 27 May 2022, Available online 30 May 2022, Version of Record 1 June 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.117661