PINN-CTDG: A Physics-Informed Graph Neural Network for Continuous-Time Domain Generalization in Spectrum Prediction

IEEE Transactions on Cognitive Communications and Networking 2026

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Authors: Shuang Li, Yaxiu Sun, Fengyuan Zhang, Zherui Zhang, Yu Lai Han, Wei Xiang, Guan Gui, Yun Lin
DOI: 10.1109/tccn.2026.3705813
Cited by: 1
References: 40

Fields of Study & Subjects

Wireless Signal Modulation Classification Advanced Graph Neural Networks Machine Fault Diagnosis Techniques

Publication details

Journal / source
IEEE Transactions on Cognitive Communications and Networking
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Volume
12
Pages
9702–9717
Publication date
1 January 2026