Filling the Missing: Exploring Generative AI for Enhanced Federated Learning over Heterogeneous Mobile Edge Devices

no code implementations • 21 Oct 2023 • Peichun Li, Hanwen Zhang, Yuan Wu, LiPing Qian, Rong Yu, Dusit Niyato, Xuemin Shen

Distributed Artificial Intelligence (AI) model training over mobile edge networks encounters significant challenges due to the data and resource heterogeneity of edge devices.

Data Augmentation Federated Learning

Data Augmentation for Deep Learning-based Radio Modulation Classification

no code implementations • 6 Dec 2019 • Liang Huang, Weijian Pan, You Zhang, LiPing Qian, Nan Gao, Yuan Wu

Deep learning has recently been applied to automatically classify the modulation categories of received radio signals without manual experience.

Classification Data Augmentation +1