74 citations · 129 across the 26 of their papers we have counts for
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eess.SP2023
MoE-AMC: Enhancing Automatic Modulation Classification Performance Using Mixture-of-Experts
Jiaxin Gao, Qinglong Cao, Yuntian Chen
Automatic Modulation Classification (AMC) plays a vital role in time series analysis, such as signal classification and identification within wireless communications. Deep learning…
eess.SP2020★ 12 cited
Physics-constrained indirect supervised learning
Yuntian Chen, Dongxiao Zhang
This study proposes a supervised learning method that does not rely on labels. We use variables associated with the label as indirect labels, and construct an indirect physics-cons…
eess.SP2020
Ensemble long short-term memory (EnLSTM) network
Yuntian Chen, Dongxiao Zhang
In this study, we propose an ensemble long short-term memory (EnLSTM) network, which can be trained on a small dataset and process sequential data. The EnLSTM is built by combining…