Bayes Filter - 5 Minutes with Cyrill
Ғылым және технология
Bayes Filter explained in 5 minutes
Series: 5 Minutes with Cyrill
Cyrill Stachniss, 2020
Credits:
Video by Cyrill Stachniss
Thanks to Olga Vysotska and Igor Bogoslavskyi
Intro music by The Brothers Records
Пікірлер: 10
Amazing Explanation, Very clear and complete. Your lectures have actually helped me understand the slam concepts better
@oldcowbb
3 жыл бұрын
best online resource for learning slam
Thank you. Awesome brief explanation
Just Concise and Perfect!
@CyrillStachniss
Жыл бұрын
Thanks
I am currently taking a class on data fusion; the lecturer sucks, thanks for the video, it helped a lot
@CyrillStachniss
Жыл бұрын
Thanks
What does Unscented Kalman FIlter exactly doing? Is it also assumed the distribution is Gaussian?
@linkmaster959
3 жыл бұрын
Unscented Kalman filter, basically solves the Kalman filter equations for nonlinear functions. Its hard to find the nonlinear transform of a pdf, so the trick is to use samples, as it is easy to apply a nonlinear transform to a point. The UKF basically uses samples, called sigmoid points, to approximate the pdf up to the second moment and propagates those through the model like the standard Kalman.