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Wlan and Bluetooth based
indoor positioning system
Aalto University
Development process
• Product development project – fall 2012
– Real life projects sponsored by companies
– Project InPoint, sponsored by Ericsson
– Indoor positioning prototype on school campus
Project InPoint
• 9 members
• Study of indoor positioning in general
• WLAN was chosen as technology
– Widespread distribution
• Android smart phone was chosen as platform
– Developer accessibility on sensors
• First prototype was ready spring 2013
Summer 2013
• Craving for improvement of the system
• Bluetooth added as technology
• More advanced algorithms and methods
• Enhancing the usability
• Making the system more scalable
– Documentation and instructions
System goal and components
• Goal: pinpoint Android device location
Fingerprinting
1 . Calibration of signal environment
- Measure RSS beforehand
- Store measurements to database
2. Positioning
- Measuring RSS
- Comparing result with database
Positioning Engine 1/3
• Position with highest probability chosen
– Probability distribution for every position
• Comparing relations of router RSS
Positioning Engine 2/3
• Normal difference distribution:
• Transition system
– Takes history positionings into account
– Error-estimate
Positioning Engine 3/3
• Anchor system
– Use beacons as anchors
– Uniquely high signal strength near beacon
– Better accuracy and error-estimate
System implementation 1/2
• External server
– Connection to Android phone
– Apache, PHP and mySQL
– Actual PHP-code files
– phpMyAdmin
System implementation 2/2
• Client side
– Computer
– Android device
– Android developing tools with Eclipse
– Java
– Drawing the maps
How to use 1/2
1. Calibration of the whole area
- CalibrationTool
- Orientations
- Settings
- Point interval 2m
How to use 2/2
2. Positioning application
– Shows location on map
– Move and zoom
– Debugging settings
Where to begin
• Read documentation
• Platform source code package
• Demonstration next
• Questions?

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WLAN and Bluetooth Indoor Positioning System

  • 1. Wlan and Bluetooth based indoor positioning system Aalto University
  • 2. Development process • Product development project – fall 2012 – Real life projects sponsored by companies – Project InPoint, sponsored by Ericsson – Indoor positioning prototype on school campus
  • 3. Project InPoint • 9 members • Study of indoor positioning in general • WLAN was chosen as technology – Widespread distribution • Android smart phone was chosen as platform – Developer accessibility on sensors • First prototype was ready spring 2013
  • 4. Summer 2013 • Craving for improvement of the system • Bluetooth added as technology • More advanced algorithms and methods • Enhancing the usability • Making the system more scalable – Documentation and instructions
  • 5. System goal and components • Goal: pinpoint Android device location
  • 6. Fingerprinting 1 . Calibration of signal environment - Measure RSS beforehand - Store measurements to database 2. Positioning - Measuring RSS - Comparing result with database
  • 7. Positioning Engine 1/3 • Position with highest probability chosen – Probability distribution for every position • Comparing relations of router RSS
  • 8. Positioning Engine 2/3 • Normal difference distribution: • Transition system – Takes history positionings into account – Error-estimate
  • 9. Positioning Engine 3/3 • Anchor system – Use beacons as anchors – Uniquely high signal strength near beacon – Better accuracy and error-estimate
  • 10. System implementation 1/2 • External server – Connection to Android phone – Apache, PHP and mySQL – Actual PHP-code files – phpMyAdmin
  • 11. System implementation 2/2 • Client side – Computer – Android device – Android developing tools with Eclipse – Java – Drawing the maps
  • 12. How to use 1/2 1. Calibration of the whole area - CalibrationTool - Orientations - Settings - Point interval 2m
  • 13. How to use 2/2 2. Positioning application – Shows location on map – Move and zoom – Debugging settings
  • 14. Where to begin • Read documentation • Platform source code package • Demonstration next • Questions?