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, 19–21, 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 [73–76, 79, 81, 82, 96] (ii) LSTM [29] (iii) NFSC [78] |
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