Activities of Daily Living

Walid Gomaa, Reda Elbasiony

Recognition of human activities is one of the most promising research areas in artificial intelligence. This has come along with the technological advancement in sensing technologies as well as the high demand for applications that are mobile, context-aware, and real-time. We have used a smart watch (Apple iWatch) to collect sensory data for 14 ADL activities (Activities of Daily Living).

DOI Link:

10.21227/H2PS74

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Data description
Volunteers codes
IMU data for the activity: Climb the stairs
IMU data for the activity: Descend the stairs
IMU data for the activity: Eat with Fork and Knife
IMU data for the activity: Drink from a glass
IMU data for the activity: Eat with spoon
IMU data for the activity: Getup from bed
IMU data for the activity: Comb hair
IMU data for the activity: Lie down on bed
IMU data for the activity: Pour water into glass
IMU data for the activity: Sit down on chair
IMU data for the activity: Stand up from chair
IMU data for the activity: Brush teeth
IMU data for the activity: Use telephone
IMU data for the activity: Walk
Mathlab m files for quick inspection and visualization of the data
Project in R language to classify the activities based on the autocorrelation function of the given IMO signals

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Walid Gomaa, Reda Elbasiony [1] Walid Gomaa, Reda Elbasiony, "Activities of Daily Living", IEEE Dataport, 2017. [Online]. Available: http://dx.doi.org/10.21227/H2PS74. Accessed: Feb. 14, 2025.

@data{h2ps74-17,
doi = {10.21227/H2PS74},
url = {http://dx.doi.org/10.21227/H2PS74},
author = {Walid Gomaa; Reda Elbasiony },
publisher = {IEEE Dataport},
title = {Activities of Daily Living},
year = {2017} }

TY - DATA
T1 - Activities of Daily Living
AU - Walid Gomaa; Reda Elbasiony
PY - 2017
PB - IEEE Dataport
UR - 10.21227/H2PS74
ER -

Walid Gomaa, Reda Elbasiony. (2017). Activities of Daily Living. IEEE Dataport. http://dx.doi.org/10.21227/H2PS74

Walid Gomaa, Reda Elbasiony, 2017. Activities of Daily Living. Available at: http://dx.doi.org/10.21227/H2PS74.

Walid Gomaa, Reda Elbasiony. (2017). "Activities of Daily Living." Web.

1. Walid Gomaa, Reda Elbasiony. Activities of Daily Living [Internet]. IEEE Dataport; 2017. Available from : http://dx.doi.org/10.21227/H2PS74

Walid Gomaa, Reda Elbasiony. "Activities of Daily Living." doi: 10.21227/H2PS74

Activities of Daily Living

Dataset Files