Table 2 Ontology definitions and detailed description of the activity labels found in the dataset.
From: A multi-sensor dataset with annotated activities of daily living recorded in a residential setting
Label | Ontology Definition | Description |
|---|---|---|
Ambulation | ||
a_ascend | ascending stairs | Ascending stairs |
a_descend | descending stairs | Descending stairs |
a_jump | jumping | A standing vertical jump |
a_walk | walking | Walking without objects in one’s hands |
a_loadwalk | Walking with load | walking whilst holding objects (e.g. a bowl). |
Posture | ||
p_bent | bend over | Static stand with the torso bent forward at any angle. |
p_kneel | kneeling | Crouching with knees bent, resting on the knees. |
p_lie | lying | Lying down in any position (e.g. supine, prone) |
p_sit | sitting on chair/bed/sofa | Any seated posture other than those defined elsewhere. |
p_squat | squating | Crouching with knees bent and balancing on the feet |
p_stand | standing | Any standing posture. |
Transition | ||
t_bend | bending | Bending the torso forward, defined to include partial rotation. |
t_straighten | straightening | Straightening the torso. |
t_turn | turning/pivoting | A turn or pivot of the torso, defined to include partial rotation. |
t_stand_kneel | stand to kneel | Transition from a standing position to a kneeling position. |
t_kneel_stand | kneel to stand | Transition from a kneeling position to a standing position. |
t_lie_sit | lying to sit | Transition from lying down (typically in a supine position) to a standing position |
t_sit_lie | sit to lying | Transition from a seated position to lying down. |
t_sit_stand | sit to stand | Transition from a seated position to a standing position. |
t_stand_sit | stand to sit | Transition from a standing position to a seated position. |
