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inonme/iBeacon-Localization: An iBeacon indoor localization solution. · GitHub

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An iBeacon indoor localization solution.

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iBeaconNavi

An iBeacon indoor positioning algorithm. The algorithm analyses the iBeacon rssi values and estimates the current planar position.

Key Methods

  • Outlier Exclusion: detect outlier rssi values and exclude these values;
  • WMA: using a weighted moving average method to smooth the rssi values;
  • Trilateration: method to estimate the proximity position;
  • Kalman filter: using a kalman filter to smooth the result trajectory.

Usage

This is a MS visual studio solution project. Compile and build it using the Visual Studio IDE.

Example

See the Example.cpp .

Result plot in Matlab:

The red dots are iBeacons, the blue dots are position estimates.

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