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@Kaloum2 Kaloum2 commented Dec 28, 2025

Add Unscented Kalman Filter (UKF) for Localization following the same patterns as the existing EKF implementation
This PR implements UKF for vehicle localization with:

  • New UnscentedKalmanFilterLocalizer component
  • Standalone UKF simulation
  • Comparative EKF vs UKF simulation

@ShisatoYano
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Hi @Kaloum2. Thank you for sending me this PR and it is LGTM!!

@ShisatoYano
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Additionally, please add the following items.

  • Animation gif files of UKF and EKF vs UKF. You can create those gif files by specifying the name of file as input argument when global_xy_visualizer is initialized here
  • Unit test codes of them. You can refer to the existing test code of EKF

@ShisatoYano ShisatoYano self-requested a review December 29, 2025 09:57
@ShisatoYano ShisatoYano added the enhancement New feature or request label Dec 29, 2025
@Kaloum2
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Kaloum2 commented Dec 29, 2025

Hi @ShisatoYano, I added the test and animation files for UKF and UKF vs EKF

@ShisatoYano ShisatoYano merged commit 3113020 into ShisatoYano:main Dec 29, 2025
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@ShisatoYano
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Thanks @Kaloum2! I merged it!!

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LGTM

@ShisatoYano
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Hi @Kaloum2, if you have, could you tell me your LinkedIn account and X account? I will share your PR on them and mention your account.

@Kaloum2
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Kaloum2 commented Dec 31, 2025

Hi @ShisatoYano, thanks
My LinkedIn account is
https://www.linkedin.com/in/bruno-dokpomiwa
and my x account is https://x.com/BrunoIkr

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2 participants