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Submassion on Extended Kalman Filter Project

The goals of this project are the following:

  • Implement the extended Kalman filter based lidar & radar sensor fusion algorithm
  • Achieve the desired precision on the given test dataset

all the code about the EKF is in the ./src

my demo

demo

Tracking Accuracy


Algorithm performance on dataset 1 & 2 are as follows:

Dataset RMSE[px, py, vx, vy]
Dataset1 [0.0973, 0.0855, 0.4513, 0.4399]
Dataset2 [0.0726, 0.0965, 0.4216, 0.4932]

Which meets the required accuracy.

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