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particle-filter-slam

SLAM based on particle filter algorithm

Main files

  • slam_particle_filter: main file that runs the particle filter algorithm;
  • map.py: file for interacting with the map and visualization;
  • robot_pos.py: particles and the robot state;
  • load_data.py: helper for loading IMU, encoder and Lidar data;
  • Texture Mapping.ipynb: Notebook for building texture map of the floor
  • utils/: utility for mapping, calculating robot position, and signal processing
  • *.sh: scripts that run particle filter with different set of parameters, e.g. number of particles.

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SLAM based on particle filter algorithm

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