The Performance Analysis of Complex-Valued Neural Network in Radio Signal Recognition

Author:

Xu Jie1,Wu Chengyu2ORCID,Ying Shuangshuang3,Li Hui4

Affiliation:

1. School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China

2. School of Information Science and Technology, Zhejiang Sci-Tech University, Hangzhou, China

3. Taizhou Vocational & Technical College, Taizhou, China

4. No. 36 Research Institute of CETC, Jiaxing, China

Funder

Fundamental Research Funds of Zhejiang Sci-Tech University

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Cited by 7 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. Deep Complex-valued Radial Basis Function Neural Networks and Parameter Selection;2024 19th International Symposium on Wireless Communication Systems (ISWCS);2024-07-14

2. On the Parameter Selection of Phase-transmittance Radial Basis Function Neural Networks for Communication Systems;2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN);2024-05-05

3. Semi-Supervised ML-Based Joint Channel Estimation and Decoding for m-MIMO With Gaussian Inference Learning;IEEE Wireless Communications Letters;2023-12

4. On the Computational Complexities of Complex-Valued Neural Networks;2023 IEEE Latin-American Conference on Communications (LATINCOM);2023-11-15

5. A Novel Complex-Valued Hybrid Neural Network for Automatic Modulation Classification;Electronics;2023-10-23

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