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