Lightweight Spectrum Prediction Based on Knowledge Distillation

To address the challenges of increasing complexity and larger number of training samples required for high-accuracy spectrum prediction, we propose a novel lightweight model, leveraging a temporal convolutional network (TCN) and knowledge distillation. First, the prediction accuracy of TCN is enhanc...

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Bibliographic Details
Main Authors: R. Cheng, J. Zhang, J. Deng, Y. Zhu
Format: Article
Language:English
Published: Spolecnost pro radioelektronicke inzenyrstvi 2023-12-01
Series:Radioengineering
Subjects:
Online Access:https://www.radioeng.cz/fulltexts/2023/23_04_0469_0478.pdf