AUTOMATIC RADAR WAVEFORM RECOGNITION BASED ON NEURAL NETWORK

Wenbin Liu, Qing Wang, and Qi Guo

Keywords

Radar waveform recognition, neural network, BP neural network,instantaneous characteristics

Abstract

In this paper, we apply the idea of neural network to radar waveform recognition. As the most essential distinction among radar signals with different modulation types, the instantaneous characteristics of radar signals can be extracted to distinguish different signals. So we employed five kinds of instantaneous features and design a BP neural network to recognize diverse signal modulation types. Simulation results verify the high recognition ratio and the excellent performance of our proposed method.

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