Transfer Learning for Automatic Modulation Recognition Using a Few Modulated Signal Samples

Author:

Lin Wensheng1ORCID,Hou Dongbin1ORCID,Huang Junsheng1,Li Lixin1ORCID,Han Zhu2ORCID

Affiliation:

1. School of Electronics and Information, Northwestern Polytechnical University, Xi'an, China

2. Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA

Funder

National Natural Science Foundation of China

Young Elite Scientists Sponsorship Program by the China Association for Science and Technology

Shanghai Academy of Spaceflight Technology

NSF

U.S. Department of Transportation

Toyota Motor Corporation

Amazon Catalyst

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Networks and Communications,Aerospace Engineering,Automotive Engineering

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Hybrid Attention Module and Transformer Based Fuze DRFM Jamming Signal Recognition;IEEE Communications Letters;2024-09

2. A Few-Shot Modulation Recognition Method Based on Multi-Modal Feature Fusion;IEEE Transactions on Vehicular Technology;2024-07

3. Open Set Domain Adaptation for Automatic Modulation Classification in Dynamic Communication Environments;IEEE Transactions on Cognitive Communications and Networking;2024-06

4. Modulation Recognition based on One-Dimensional Complex Convolutional Networks under Low SNR;2024 IEEE 6th Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC);2024-05-24

5. CNN-based automatic modulation recognition for index modulation systems;Expert Systems with Applications;2024-04

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