Datasets
Open Access
IMU and accelerometer data from people with and without lower limb amputation during daily life
- Citation Author(s):
- Submitted by:
- Deanna Gates
- Last updated:
- Tue, 04/28/2020 - 16:50
- DOI:
- 10.21227/c7yj-0203
- Data Format:
- License:
- Categories:
- Keywords:
Abstract
The dataset comprises up to two weeks of activity data taken from the ankle and foot of 14 people without amputation and 17 people with lower limb amputation. Walking speed, cadence, and lengths of strides taken at and away from the home were considered in this study. Data collection came from two wearable sensors, one inertial measurement unit (IMU) placed on the top of the prosthetic or non-dominant foot, and one accelerometer placed on the same ankle. Location information was derived from GPS and labeled as ‘home’, ‘away’, or ‘unknown’. The dataset contains raw accelerometer and IMU signals from bouts of non-sedentary activity during daily life as well as walking speeds and cadences for continuous, level ground steps taken in the laboratory.
This dataset is comprised of 31 Matlab .mat files. Each .mat file contains all sensor data for one individual participant. Files for participants with lower limb amputation (n = 17) are named as ‘S##.mat’ and files for control participants (n = 14) are named as ‘C##.mat’.
Dataset Files
- S01 S01.mat (344.88 MB)
- S02 S02.mat (30.93 MB)
- S03 S03_data.mat (78.28 MB)
- S04 S04.mat (50.42 MB)
- S05 S05.mat (263.76 MB)
- S06 S06.mat (142.49 MB)
- S07 S07.mat (163.53 MB)
- S08 S08.mat (99.77 MB)
- S09 S09.mat (46.15 MB)
- S10 S10.mat (56.69 MB)
- S11 S11.mat (48.05 MB)
- S12 S12.mat (255.85 MB)
- S13 S13.mat (256.21 MB)
- S14 S14.mat (68.12 MB)
- S15 S15.mat (259.97 MB)
- S16 S16.mat (281.50 MB)
- S17 S17.mat (99.98 MB)
- C01 C01.mat (269.58 MB)
- C02 C02.mat (101.61 MB)
- C03 C03.mat (228.78 MB)
- C04 C04.mat (521.41 MB)
- C05 C05.mat (918.13 MB)
- C06 C06.mat (539.16 MB)
- C07 C07.mat (187.42 MB)
- C08 C08.mat (309.66 MB)
- C09 C09.mat (598.48 MB)
- C10 C10.mat (618.44 MB)
- C11 C11.mat (494.37 MB)
- C12 C12.mat (444.49 MB)
- C13 C13.mat (577.52 MB)
- C14 C14.mat (311.60 MB)
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Documentation
Attachment | Size |
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Description of Data Structure | 203.96 KB |