Bayes-optimality based feature transform for high resolution range profile identification

Many feature transform methods have been used for radar target identification. But most of them are based on scatter matrices or other statistics of the data, which do not directly correlate to classification accuracy. In this paper, a Bayes-optimality based adaptive feature transform method is proposed for radar target identification using high resolution range profile results show that this method is effective on radar target identification.