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Probabilis tic Robotics The importance of Mapping & Localization http://www.youtube.com/watch?v=asyhZUuzENw&feature=relmfu

Probabilistic Robotics The importance of Mapping & Localization

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The importance of Mapping & Localization

http://www.youtube.com/watch?v=asyhZUuzENw&feature=relmfuProbabilistic RoboticsOutline

1. Introduction2. The Bayes Filter3. Non Parametric Filters4. Gausian Filters5. EKF Map Based Localization6. EKF Feature-based SLAM7. EKF Pose-based SLAM8. Advanced SLAM Concepts

Course PresentationProbabilistic RoboticsBibliography

Course Presentation

Probabilistic RoboticsSebastian Thrun, Wolfram Burgard and Dieter FoxThe MIT-PressISBN-10: 0-262-20162-3

Estimation and Tracking: Principles, Techniques, and Software Yaakov Bar-Shalom and Xiao Rong Li

ISBN 0-89006-643-4

Probabilistic RoboticsLabs

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Probabilistic Robotics