Survey of radar target identification for noise polluted radar measurements

Itpsilas important to develop reliable approach of radar target identification for low signal-to-noise ratio (SNR) situation, especially when the radar is used in battle field. A feature selection method is proposed in this paper. The one nearest-neighbor (1-NN) classifier is used as classifier. The effectiveness of radar target identification based on the methods is investigated in computer simulation for both data sets including standard sample and new data sets, all them are mixed with heavy noise.