An intelligent calibration system with temperature of blackbody naturally varying used for small antenna MMW radiometer was developed.All data acquirsition and analysis were automatically realized.The system was applied to calibrate a Dick 8mm radiometer. Main performances and calibration equation of the radiometed were obtained. The precision analysis shows that the calibration uncertainty of antenna temperature is about 1.0582K.