1. A map building apparatus comprising: a base map building unit to generate a first map and a second map based on an output distance measurement indicating signal, of a measurement sensor, with the output distance measurement indicating signal representing at least two different distances for a same output signal; and a final map building unit to selectively combine portions of the first map with portions of the second map to create a third map.