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EKF SLAM algorithm for Sensor Signal and Data Processing (EE5020)

Forked from https://github.com/Attila94/EKF-SLAM

EKF SLAM Demo

Basic algorithm creates robot object, generates (semi) random trajectory and estimates trajectory based on range-bearing measurements. Advanced algorithm is able to generate moving landmarks, but landmark classification has not been implemented.

For more information, read his report.

Basic algorithm is based on “Robot Mapping - WS 2013/14,” 21 10 2018. [Online]. Available: http://ais.informatik.uni-freiburg.de/teaching/ws13/mapping/.

Usage

Make sure numpy and matplotlib are installed and run slam.py.

The results of pictures will be in /fig/ekf.png and /fig/ekf_truth_last.png.

Maybe this can conclude the inconsistency of EKF.

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EKF SLAM algorithm in Python.

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