Extended Kalman Filter
Software / App
An extension of the Kalman filter that handles non-linear system dynamics or measurement models by linearizing the system around the current estimate, typically using Taylor series expansion.
Mentioned in 3 videos
Save the 3 videos on Extended Kalman Filter to your own pod.
Sign up free to keep building your knowledge base on Extended Kalman Filter as more episodes are added.
Videos Mentioning Extended Kalman Filter
Stanford AA274A Principles of Robotic Autonomy | Autumn 2019 | Parametric Filtering
Stanford Online
An extension of the Kalman filter that handles non-linear system dynamics or measurement models by linearizing the system around the current estimate, typically using Taylor series expansion.
Stanford AA274A Principles of Robotic Autonomy | Autumn 2019 | EKF Localization
Stanford Online
A key algorithm for localization, derived from Gaussian approximation, particularly effective for local localization problems.
Stanford AA274A Principles of Robotic Autonomy | Autumn 2019 | Extra Session - Particle Filter SLAM
Stanford Online
A parametric approach to SLAM that uses Gaussian approximation.