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Orientation Estimation

  • main.ipynb - the main Python notebook that performs all stages of the task
  • data_loader.py - a module that implements reading input data from a CSV file
  • calibration.py - module implementing magnetometer calibration
  • filtering.py - module implementing measurement data filtration
  • ekf.py - module implementing the extended Kalman filter algorithm
  • visualization.py - a module that implements three-dimensional visualization of the board's orientation in time

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Filtration and Sensor Fusion final project (5.0) - Orientation estimation based on gyroscope, accelerometer and magnetometer data fused using 7-state EKF with quaternion and gyroscope biases as state variables

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