8000 GitHub - trujilloRJ/kf_sandbox: A sandbox to experiment with Kalman Filters, contains implementations of UKF and EKF
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Kalman filter sandbox

Notebooks

The notebooks ekf_vs_ukf.ipynb and ekf_vs_ukf_robust_test.ipynb contains the code for the blog post: https://blogjtr.com/posts/ekf-vs-ukf/

Filters

Under filter folder are available implementations of UKF and EKF in addition to motion models and measurement functions

Simulation

The simulation folder contains functions to generate a simulated scenario and produce measurements either in polar or cartesian emulating a radar-like sensor.

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A sandbox to experiment with Kalman Filters, contains implementations of UKF and EKF

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