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Robot localization using beacons

The robot (red) doesn't know it's position and heading. However it can receive the strength of beacon signals (green) of those it knows the exact location on map. By constantly measuring the distances to the beams and applying a 'Particle filter', it can estimate its own position and heading (blue) on the map.