In this paper, three LPI radar waveform recognition algorithms based on the envelope feature of the main ridge section of the fuzzy function (AF), the structure feature of the time-frequency image and the fusion of the two features are proposed to solve the problems of the difficulty in extracting LPI radar waveform features and the low recognition rate in the complex electromagnetic environment.