An inventory management system includes an inventory holder and sensors. The sensors measure distances to locations on the inventory holder. The measurements are used to determine pitch, roll, and yaw of the inventory holder. The pitch, roll, and yaw are used to determine a location of an inventory cubicle in the inventory holder.