Today
Today
- Bayesian filtering and the particle filter
For Next Time
- Work on the
Robot Localization project . For the next class you should have done the part of the “Implementation Plan” part of the assignment. - Make sure to check out the
Discussion Assignment for your teams and presentation times. - Read
this summary on legal issues in robotics ,this article on liability , and thisquick video to prepare for Monday’s discussion.
Bayesian Filtering and the Particle Filter
- Notes from Today on Bayes’ filter
- Notes from Previous Years on Bayes’ filter and how it applies to robot localization are
here .
Proposed Model for Working through this Derivation
With your partner and another team, work through the notes on a chalkboard. Here are some guidelines.
- Make sure everyone understands each step before moving onto the next one.
- If there is a persistent issue that cannot be resolved, call a member of the teaching team over and ask us for help. If for some reason this is not easy to do at the time, make a note of it so you can return to it later.
- If you need more help at any point in the derivation, don’t hesitate to call a member of the teaching team over and ask for help.
- Stop when you get to the section labeled “Scalability.”
The Particle Filter Algorithm (together as a class)
As a class, let’s go through the basic steps of the particle filter algorithm and the issues around scalability of the Bayes filter.