An automatic calibration system for a passenger transportation system comprises a depth sensing sensor arranged in a passenger transportation shell or in a passenger waiting area outside the transportation shell for capturing depth map data of objects in a viewing field. A processing module is communicated with the depth sensing sensor to receive the depth map data; and the processing module uses the depth map data to calibrate a sensor coordinate system into a global coordinate system.