In order to solve emitter recognition problems in such practical reconnaissance environment, attribute mathematics is introduced. The basic concepts, the theory of attribute set and attribute measure are described in detail. A new attribute recognition method based on attribute measure is presented in this paper. Examples of recognizing the emitter purpose are selected to demonstrate this new method. Moreover, the algorithm is compared with classical statistical pattern recognition through simulation. Experimental results show that this attribute recognition method is accurate and effective.