09-05-2023 дата публикации
Номер: CN116094885A
Принадлежит:
The invention discloses a signal modulation mode identification method based on One2ThreeNet, and belongs to the technical field of underwater acoustic communication. The method comprises a microscopic scale selection step, an underwater acoustic signal preprocessing step, a neural network construction step, a neural network training step and an underwater acoustic signal modulation mode identification step. According to the method, a micro-scale concept and a time sequence feature extractor One2Three Block are provided, detailed and complete time sequence feature extraction is carried out on signals from three scales, and the effectiveness of the time sequence features is ensured; according to the method, a dual-compression excitation convolution module Dual-Stream SE Block is provided, on one hand, the network width is widened, the diversity of feature extraction is ensured, on the other hand, the weight of each channel of the feature map is optimized, invalid feature expression is inhibited ...
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