8000 GitHub - mazurkin/kalman-2d-simulator: Visual simulation of the Kalman filter in 2D space
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Kalman filter in 2d simulation

With some help of ChatGPT

Kalman 2D simulation

installation

Requires Conda

# create the new Conda environment with Python and Poetry
make env-init

# install the packages with Poetry
make env-create

run

# run the simulation
make run

Use the keys:

  • the arrow keys to increase/decrease acceleration of the object
  • r to reset the object to the initial position
  • s to stop the object
  • esc to exit

Indicators:

  • real position of the object: blue
  • noisy measurement: red
  • estimation from the Kalman filter: green
  • median and mean averaging: gray

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Visual simulation of the Kalman filter in 2D space

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