This repo contains a tizen studio project of a tizen native background service to collect raw sensor data from a tizen OS based smartwatch device.
This service is started by by pressing the “Start” button from the native app screen of this repo.
SENSOR DATA COLLECTION:
- This Logger service activates sensor periodically using timers
- At the same time two timers are set one with 5 minutes for current recording to stop and another with 30 minutes to start the recording again
- Once sensors are activated Data recording starts & the recording continues up to 5 minutes if watch is on hand
- After sensors are stopped, recorded data are saved into a single CSV file for that segment with device id as part of the filename for identifying individuals uniquely
- After each recording, the logger service checks for Wi-Fi availability and tries to upload all the csv files present locally to a remote Heroku server via Wi-Fi if it is available - Successfully uploaded files are deleted from watch storage
DATA SPECIFICATIONS:
- Device: Samsung Gear Fit 2 Pro Smartwatch
- Sensors:
- PPG
- Accelerometer
- Gyro
- Pressure
- Gravity
- Activity (Stationary/Walking/Running/In Vehicle)
- Data Collection Frequency: 10Hz
- Sample CSV columns:
HR | PPG | Accelerometer_(X|Y|Z) | Gyro_(X|Y|Z) | Pressure | Gravity_(X|Y|Z) | Activity(N/S/W/R/V) | Reading UNIX Timestamp
System Requirements:
- Tizen SDK-2.3.1
How to Build/Run:
- Load both this project and native app project in tizen studio
- Link this background service with native app
- Build and Run the native app in emulator/device
Tizen studio might have some issues while loading projects due to mismatch in version of tizen-manifest.xml. Then try to create new background service & native app project and replace source files to build properly.
N.B. This project was a part of a research work based on a tizen based smartwatch device.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent