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Extended Kalman Filter Project

Self-Driving Car Engineer Nanodegree Program -Term2 Project1

My code built without error with cmake .. && make, and connected to GUI with ./ExtendedKF.

With both LASER and RADAR data, the px,py,vx,vy RMSE = [.0973,.0855,.4513,.4399], less than the requirement [.11, .11, 0.52, 0.52].

Both Lidar and Radar

With Lidar only, the route with RMSE are:

Lidar only

With Radar only, the route with RMSE are: Radar only

Both Lidar only and Radar only generates higher error compared to taking both data. Lidar only case's accuracy is little better than radar only in this case.

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Extended Kalman Filter Project for Self-Driving Car Nanodegree Program

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