Radar target discrimination using neural networks

Time domain response based neural network and frequency domain response based neural network have been proposed for radar target recognition. In this paper, we propose a natural frequency based neural network for radar target recognition. Our scheme makes advantage of an aspect angle independence of a natural frequency. In the results, we show that, for the multiple aspect angles, natural frequency based neural network is superior to time domain response based neural network.