DL-PR: Generalized automatic modulation classification method based on deep learning with priori regularization

Author:

Zheng QingheORCID,Tian XinyuORCID,Yu ZhiguoORCID,Wang HongjunORCID,Elhanashi AbdussalamORCID,Saponara SergioORCID

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering

Reference69 articles.

1. Adly, F., Muhaidat, S., Yoo, P., 2018. Cumulant-based automatic modulation classification over frequency-selective channels. In: IEEE International Conference on Cyber, Physical and Social Computing. CPSCom, pp. 1–5.

2. Automatic modulation classification using deep learning based on sparse autoencoders with nonnegativity constraints;Afan;IEEE Signal Process. Lett.,2017

3. Automatic modulation classification of digital modulation signals with stacked autoencoders;Afan;Digit. Signal Prog.,2017

4. AMC2N: Automatic modulation classification using feature clustering-based two-lane capsule networks;Al-Nuaimi;Electronics,2021

5. Adaptive bitrate video transmission over cognitive radio networks using cross layer routing approach;Ali;IEEE Trans. Cogn. Commun. Netw.,2020

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