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- Extended Kalman Filter Localization
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+ Velocity Scale Factor estimation with Extended Kalman Filter Localization
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-----------------------------------
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.. image :: ekf_with_velocity_correction_1_0.png
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:width: 600px
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- This is a velocity scale factor estimation using Extended Kalman Filter(EKF).
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+ This is a velocity scale factor estimation with Extended Kalman Filter(EKF) Localization .
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This is for correcting the vehicle speed measured with scale factor errors due to factors such as wheel wear.
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The blue line is true trajectory, the black line is dead reckoning
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trajectory,
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- the green point is positioning observation (ex. GPS), and the red line
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+ the green point is positioning observation (ex. RTK FIX GPS), and the red line
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is estimated trajectory with EKF.
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The red ellipse is estimated covariance ellipse with EKF.
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+ The true scale factor and the estimated scale factor are displayed in the upper right corner of the figure
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Code: `PythonRobotics/extended_kalman_ekf_with_velocity_correctionfilter.py at master ·
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AtsushiSakai/PythonRobotics <https://github.com/AtsushiSakai/PythonRobotics/blob/master/Localization/extended_kalman_filter/extended_kalman_ekf_with_velocity_correctionfilter.py> `__
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