Practice / Hardware & Robotics

Particle filter localization

Hard · Whiteboard

A robot has a map of a building and a 2D lidar, but doesn't know where it starts. Draw how a particle filter localizes it, step by step. How many particles, how do you weight them, and what goes wrong (including if someone picks the robot up and moves it)?

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