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Real Evaluation for Designing Sensor Fusion in UAV Platforms

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Real Evaluation for Designing Sensor Fusion in UAV Platforms

This tool allows selecting the best fusion system parameters, for a given sensor configuration and a predefined real mission of UAV with a PX4 controller*, which does not require ground truth.

* Only for PX4 <= 5X

The inputs of this program are the logs of the flights performed with different values of fusion parameters for a designed mission.

The outputs are:

  • The modified parameters.
  • The rms of the innovations in each axis of: position, velocity and magnetometer.
  • Different figures that allow to compare and visualize these metrics on each flight based on different aspects.

Picture1

Requirements

  • Programs:
    • Python == 3.8.10
  • Required libraries*:
    • pandas == 1.3.3
    • navpy == 1.0
    • matplotlib == 3.5.0b1

* for more information look requirements.txt file

Execution tutorial

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Real Evaluation for Designing Sensor Fusion in UAV Platforms

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