Review Article

A Survey on Deep Learning Techniques in Wireless Signal Recognition

Table 4

Summary of DL in wireless signal recognition.

Modulation recognition Wireless technology recognition

Algorithms(i) DNN [24, 30, 31, 61]
(ii) DBN [49, 63]
(iii) CNN [17, 1921, 54, 64, 65, 70, 95]
(iv) LSTM [69]
(v) CRBM [53]
(vi) Autoencoder network [50, 62]
(vii) Generative adversarial networks [66, 67]
(viii) HDMF [71, 72]
(i) CNN [7376, 79, 81, 82, 96]
(ii) LSTM [29]
(iii) NFSC [78]