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Data and animation plots of evaluation runs used in the particle filter smoothing paper for IPIN 2024

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Repository containing data and animation plots of the filter runs used in the evaluation of the paper at IPIN 2024 with the title: "Refinement of Sparsely Tagged Ground Truth Paths Using PDR and Particle Filter Smoothing"

Naming of trajectory files:

  • Path0_10_FO.html: Path 0 using every 10th GT and method forward-only
  • Path0_15_FB.html: Path 0 using every 15th GT and method forward-backward
  • Path0_30_OF.html: Path 0 using every 30th GT and method optimal-forward

Plots are made using Plotly.

The data was recorded using the SensorReadoutApp.

The building.xml file contains a map of the building which can be parsed using the IndoorMapParser. Using the building.xml file we create a boundary mesh that constraints our particle movement. I additionally exported this mesh to building.obj for easier access.

The recordings used for the evaluation can be found in the Recordings with Sparse Tagging directory. The result runs of Table I can be found in the Particle Amount Plots directory. The result runs of Table II can be found in the Ground Truth Sparsity directory.

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Data and animation plots of evaluation runs used in the particle filter smoothing paper for IPIN 2024

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