Stereo vision is a good sensor for mobile robots.
Reliable localization and 3D map building is possible with a calibrated stereo vision system.
3D Map building of office-like environment
Large Baseline Camera Motion Estimation
General limitation of the approach: the views should be not too far from a standard setting
Possible sensor configuration