Haitao Zhao

Ultra Lite Convolutional Neural Network for Fast Automatic Modulation Classification in Low-Resource Scenarios

2022 · arXiv (Cornell University)

Automatic modulation classification (AMC) is a key technique for designing non-cooperative communication systems, and deep learning (DL) is applied effectively to AMC for improving classification accuracy. However, most of the DL-based AMC methods have a …

Contract Theory Based Incentive Mechanism for Clustered Federated Learning

2023

Clustered Federated Learning (CFL) can be applied to Internet of Things (IoT) scenarios such as intelligent transportation and healthcare, which can effectively solve the problem of heterogeneous data distribution. However, users may be reluctant to …