praveenVnktsh / Particle-FIlters-Adaptive-Monte-Carlo-Localization

Particle Filters

This repository implements particle filtering for robot localization using the following modifications:

• Robot model for a point particle.
• Low variance sampling
• Particle decay
• Vectorized implementation in python

Video

https://www.youtube.com/watch?v=p3MGhnS6VZQ