Currently, I am studying Lie group to understand the application on localization. Here are some materials that I found very useful:
- B. C. Hall, ``Lie groups, Lie algebras, and representations : an elementary introduction,'' 2015.
- youtube lectures from Dr. Fredric Schuller
The first book can be downloaded in UCLA library, and it is also the main reference in robotic society.