Fine-Grained Transductive Prototypical Network-Based Few-Shot Signal Modulation Classification Using Coarse Labels

Shuai Feng; Yatong Wang; Zhongyi Wen; Luyan Xu; Mu Yan

doi:10.1109/tccn.2025.3594331

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Fine-Grained Transductive Prototypical Network-Based Few-Shot Signal Modulation Classification Using Coarse Labels

Shuai Feng Yatong Wang Zhongyi Wen Luyan Xu Mu Yan

Year: 2025 Journal: IEEE Transactions on Cognitive Communications and Networking Vol: 12 Pages: 2189-2204 Publisher: Institute of Electrical and Electronics Engineers

DOI: 10.1109/tccn.2025.3594331

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Keywords:

Computer science Modulation (music) Shot (pellet) Artificial intelligence SIGNAL (programming language) One shot Pattern recognition (psychology) Physics Materials science

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Integrated Circuits and Semiconductor Failure Analysis

Physical Sciences → Engineering → Electrical and Electronic Engineering

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Fine-Grained Transductive Prototypical Network-Based Few-Shot Signal Modulation Classification Using Coarse Labels

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