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Comment by londons_explore

Not if your system is installed in a car which normally travels on roads...

A simple Particle Filter conditioned on "90% chance the car is on a road or other drivable space" will robustly get rid of any error accumulation, leaving you a position estimate that may even typically be more accurate than GPS.

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