Radar target classification using intelligent cerebellar model articulation controller.

This paper proposed a radar emitter identification method based on cerebellar model articulation controller(CMAC), the controller inputs are radar emitter's characteristic like radio frequency(RF), pulse repetition interval(PRI) and pulse width(PW) etc. The CMAC has to train to be by training data. After training, input the unknown radar characteristic, the network may appropriately identify the emitter types. The simulation results show that CMAC can quickly and accurately classify and identify the emitter types. [ABSTRACT FROM PUBLISHER]