Author

Ji-Tong Ma

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2026

FFRCNet: Frequency Domain Filtering and Re-Parameterized Convolutional Network for Automatic Modulation Classification

Automatic modulation classification (AMC) refers to the identification of the modulation scheme of received signals with little prior knowledge, playing a vital role in ensuring the efficiency and safety of radio communications. However, the high computational complexity limits its application in resource-limited devic...

Shu-Yi Ma, Xin-Yu Liang, Guo-Zhu Sui et al. · IEEE Communications Letters · 0 citations

Sep 2026

Robust Decentralized Federated Learning for Automatic Modulation Classification Under Impulsive Noise and Data Heterogeneity

Automatic modulation classification (AMC) is essential for enhancing the spectral efficiency and noncooperative communication capabilities of Internet of Things (IoT) systems. IoT devices are widely deployed in untrusted intelligent scenarios where data is edge-distributed and follows a nonindependent and identically d...

Jitong Ma, Jianing Li, Tianyu Wang et al. · IEEE Internet of Things Jour... · 0 citations