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In order to ensure the integrity of the aircraft in the air traffic control, improve the service life of the aircraft, and can be the maximum guarantee air passengers and other aviation personnel safety, need to air traffic control air dangerous targets for identification. Dangerous but the current target recognition method is adopted to air target identification, risk identification system for air target cannot be stable recognition, the low risk of air target recognition accuracy. For this, put forward a kind of air traffic control air dangerous target recognition method based on the STAMP. STAMP this method first is used to air traffic control air dangerous target recognition system for each component task allocation, and then by the method of Harris, air dangerous targets for feature selection and extraction, based on the Mean Shift method to describe candidate Bhattacharyya coefficient of air dangerous targets and the danger of air target probability distribution similarity, with the continuous increase of Bhattacharyya coefficient, candidate air dangerous aim, and the greater the similarity of the air dangerous, dangerous target tracking system moving towards the location of the air target dangerous density increases, the convergence in the optimal position, so as to realize the air dangerous target tracking, the final tracking results to make use of D - S theory of recognition, risk by introducing air targets the basic probability assignment function basic probability risk for air targets, using Dempster combination rules to synthesis of air targets dangerous evidence, on the basis of air dangerous target evidence fusion results to complete the air traffic control air target identification. Experimental simulation show that the proposed method enhances the air traffic control the effect of air target identification dangerous, improve the accuracy of the risk the air traffic control air target identification.