The health and fitness data traffic originating on mobile devices has been continually increasing, with an exponential increase in the number of personal wearable devices and mobile health monitoring applications. For this, we have created a representative Activity of Daily Living (ADL) Dataset with recordings of various activity types from multiple users and types of devices.
This dataset will be continuously expanded to include activity recordings from new users of different age groups, activity levels, and lifestyles.
Relevant publications: [HealthCom'15b]
Data Sets:
- Recorded life bits from Zephyr Bioharness
- 5 Daily Activity types: Sleeping, Daily Activities, Walking, 7-min Workout, Exercising
- Signals: ECG.WAVE, BB.WAVE, ACC.WAVE, B2B.TIME, R2R.TIME, SUM.LOG
- Wide range of file sizes in CSV and binary format
| Subject | Subject Type | Activity | Device Type | Duration | Datafiles (csv) | |
| 1 | Subject 1 | male, 46 | Sleep | Zephyr BioHarness 3 | 6.5 hours | ACC.WAVE, ECG.WAVE, BB.WAVE, B2B.TIME, R2R.TIME, SUM.LOG |
| 2 | Subject 1 | male, 46 | Daily Activities | Zephyr BioHarness 3 | ACC.WAVE, ECG.WAVE, BB.WAVE, B2B.TIME, R2R.TIME, SUM.LOG |
|
| 3 | Subject 1 | male, 46 | Walk | Zephyr BioHarness 3 | 45 minutes | ACC.WAVE, ECG.WAVE, BB.WAVE, B2B.TIME, R2R.TIME, SUM.LOG |
| 4 | Subject 1 | male, 46 | 7 min Workout | Zephyr BioHarness 3 | 7 minutes | ACC.WAVE, ECG.WAVE, BB.WAVE, B2B.TIME, R2R.TIME, SUM.LOG |
| 5 | Subject 1 | male, 46 | Exercise | Zephyr BioHarness 3 | ACC.WAVE, ECG.WAVE, BB.WAVE, B2B.TIME, R2R.TIME, SUM.LOG |
|
| 6 | Subject 2 | male, 28 | Sleep | Zephyr BioHarness 3 | 5 hours | ACC.WAVE, ECG.WAVE, BB.WAVE, B2B.TIME, R2R.TIME, SUM.LOG |
| 7 | Subject 2 | male, 28 | Walking | Zephyr BioHarness 3 | 45 minutes | ACC.WAVE, ECG.WAVE, BB.WAVE, B2B.TIME, R2R.TIME, SUM.LOG |
| 8 | Subject 2 | male, 28 | Daily Activities | Zephyr BioHarness 3 | 10.2 hours | ACC.WAVE, ECG.WAVE, BB.WAVE, B2B.TIME, R2R.TIME, SUM.LOG |
| 10 | Subject 3 | female, 56 | Sleep | Zephyr BioHarness 3 | 7.4 hours | ACC.WAVE, ECG.WAVE, BB.WAVE, B2B.TIME, R2R.TIME, SUM.LOG |
| 11 | Subject 3 | female, 56 | Walking | Zephyr BioHarness 3 | 45 minutes | ACC.WAVE, ECG.WAVE, BB.WAVE, B2B.TIME, R2R.TIME, SUM.LOG |
| 12 | Subject 3 | female, 56 | Daily Activities | Zephyr BioHarness 3 | 11.6 hours | ACC.WAVE, ECG.WAVE, BB.WAVE, B2B.TIME, R2R.TIME, SUM.LOG |