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zlldnv/innoPositioning

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innoPositioning

Collection of libraries written in Python for path mining of people's trajectories based on series of WiFi RSSI samples

mapGen - library for coverage map generation for a single AP, given environment configuration. It includes:

  • algorithm for generating coverage map based on an environment configuration
  • sample model of virtual environment configuration
  • sample model of real environment configuration
  • script for collecting RSSI measurements in a real environment along a predefined path
  • test for evaluating generated RSSI with measured RSSI along a predefined path

locTrack - library for location tracking of a network user. It includes:

  • algorithm for location tracking of a network user based on a series of collected RSSI measurements
  • sample of collected RSSI measurements along a predefined path in a virtual environment
  • test for evaluating positioning accuracy in a virtual environment
  • sample of collected RSSI measurements along a predefined path in a real environment
  • test for evaluating positioning accuracy in a virtual environment

pathMiner - library that implements algorithms for path mining

  • a collection of algorithms for path mining
  • sample trajectories in a virtual environment with the distinct presence of characteristic points for different sets of paths
  • a collection of tests that evaluates the ability of implemented algorithms to identify the presence of characteristic points

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  • Python 49.1%
  • Jupyter Notebook 47.1%
  • Tcl 3.8%
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