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yexijoe / HKDD

Toward Next-Generation Signal Intelligence: A Hybrid Knowledge and Data-Driven Deep Learning Framework for Radio Signal Classification. HKDD_AMC12. HKDD_AMC36.
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请问信号的分类标签怎么看？在hkdd上没找见 #1

Open egglion opened 1 year ago

yexijoe commented 1 year ago

感谢提醒，已经增加了类标签的说明。

egglion commented 1 year ago

谢谢，标签顺序是论文里的顺序吗？

yexijoe commented 1 year ago

每种调制样式在每个信噪比上的训练样本数是1000，测试样本数是500。

egglion commented 1 year ago

标签顺序是BPSK, QPSK, 8PSK, OQPSK, 16QAM, 32QAM, 64QAM, 4PAM, 8PAM, 2FSK, 4FSK, 8FSK吗？-20db到20db的标签也是顺序的吗？

yexijoe commented 1 year ago

HKDD AMC12的是['BPSK', 'QPSK', '8PSK', 'OQPSK', '2FSK', '4FSK', '8FSK', '16QAM', '32QAM', '64QAM', '4PAM', '8PAM']；HKDD AMC36的是['BPSK', 'QPSK', '8PSK', 'OQPSK', '16PSK', '32PSK', '2FSK', '4FSK', '8FSK', '16QAM', '32QAM', '64QAM', '128QAM', '256QAM', '16APSK', '32APSK', '64APSK', '128APSK', '256APSK', '4PAM', '8PAM', '16PAM', 'MSK', 'GMSK', '4CPM', '8CPM', 'OFDM-BPSK', 'OFDM-QPSK', 'OFDM-16QAM', 'AM', 'FM', 'OOK', '4ASK', '8ASK', 'AM-MSK', 'FM-MSK']。信噪比都是从低到高。

egglion commented 1 year ago

谢谢您的耐心解答