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
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.