Human staff and production system interaction: the use case of internal logistics systems based on autonomous guided vehicles dataset
Description
File dataframes_3s_*.csv: 0 - start timestamp 1 - end timestamp 2 - activity ID 3 - device body location ID 4 - subject ID [5 - 304] accelerometer X (300 readings - 3 seconds, 100Hz) [305 - 604] accelerometer Y (300 readings - 3 seconds, 100Hz) [605 - 904] accelerometer Z (300 readings - 3 seconds, 100Hz) [905 - 1204] gyroscope X (300 readings - 3 seconds, 100Hz) [1205 - 1504] gyroscope Y (300 readings - 3 seconds, 100Hz) [1505 - 1804] gyroscope Z (300 readings - 3 seconds, 100Hz) File aggregates_*.csv: 0 - RegisteredTimestamp 1 - AggregateID 2 - AggregateEventID 3 - MapID 4 - SubjectID Activity IDs: 1 - Stand (Standing still). 2 - Sit (Sitting still). 3 - Talk-sit (Talking with hand movements while sitting). 4 - Talk-stand (Talking with hand movements while standing or walking). 5 - Stand-sit (Repeatedly standing up and sitting down). 6 - Lay (Laying still). 7 - Lay-stand (Repeatedly standing up and laying down). 8 - Pick (Picking up an object from the floor). 9 - Jump (Jumping repeatedly). 10 - Push-up (Performing full push-ups). 11 - Sit-up (Performing sit-ups). 12 - Walk (Walking at a moderate pace). 13 - Walk-backward (Walking backward). 14 - Walk-circle (Walking along a circular path). 15 - Run (Running at a moderate pace). 16 - Stair-up (Ascending on a set of stairs). 17 - Stair-down (Descending from a set of stairs). 18 - Table-tennis (Playing table tennis). Body locations IDs: 1 - Left wrist (A device is worn on the left-hand wrist). 2 - Right wrist (A device is worn on the right-hand wrist). Aggregate Event IDs: 1 - Start (Start of the aggregate) 2 - Stop (Stop of the aggregate) Map IDs: 1 - Default (The default working map)
Files
Steps to reproduce
Data was collected from 5 participants who were continuously performing one of two predefined sequences. Participants were instructed to use the application on their smartwatches to log the start and end times of each session, as well as each basic activity they carried out during the data collection sessions. The first sequence involves the following activities: 1. sitting 2. transitioning from sitting to standing 3. standing 4. walking 5. making a 90-degree turn 6. walking 7. standing 8. transitioning from standing to sitting 9. sitting. These activities are then performed in reverse order to return to the starting point. The second sequence involves the following activities: 1. sitting 2. transitioning from sitting to standing 3. standing 4. walking 5. making a 180-degree turn in any direction 6. walking 7. standing 8. transitioning from standing to sitting 9. sitting. Each participant wore the smartwatch on either their left or right wrist. Throughout the data collection phase, there were occurrences where the connection experienced temporary disruptions or participants intentionally halted the experiment by activating the "Stop" button on the application.