TST Footwear-Based dataset for Fall Detection (TST FB4FD)

The TST FB4FD dataset contains data acquired through a pair of smart shoes. The smart shoes are specifically designed for fall detection purposes and are equipped respectively with 3 Force Sensing Resistors (FSRs) and an inertial unit. More specifically, the dataset consists of 32 different falls and 8 activities of daily living (ADLs) performed by 17 healthy subjects aged between 21 and 55 years, for a total of 544 falls and 136 ADLs sequences .

TST FB4FD 数据集收录了通过一双智能鞋采集的数据。该智能鞋专为跌倒检测而设计，并分别配备了3个力感应电阻器（FSR）和一个惯性单元。具体而言，该数据集由17名年龄介于21至55岁之间的健康受试者执行，共包含32次跌倒和8种日常生活活动（ADLs），总计544次跌倒和136个ADLs序列。

搜集汇总

背景与挑战

背景概述

TST FB4FD是一个基于智能鞋的跌倒检测数据集，包含17名健康受试者（年龄21-55岁）进行的32种不同跌倒和8种日常活动(ADL)的数据，总计544次跌倒和136次ADL序列。数据通过配备3个力感应电阻(FSR)和惯性单元的智能鞋采集，以10ms间隔记录，包含左右鞋的FSR输出、加速度计、磁力计和陀螺仪数据。