Yuwei Wang

CTBRNN: A Novel Deep-Learning Based Signal Sequence Detector for Communications Systems

2019 · IEEE Signal Processing Letters

In this letter, a deep-learning based method is proposed for signal sequence detection. A novel neural network (NN) architecture, in communications systems called Cooperative and Time-varying Bidirectional Recurrent Neural Network (CTBRNN), is developed, which learns …

BIFLC: A Blockchain and IPFS-Based Multi-Consensus Federated Learning Framework

2023

Federated learning is an efficient technology that implements distributed model training among multiple data sources with local data, and can realize data privacy protection and data sharing computing .However, existing federated learning models may involve …

Knowledge Distillation in Federated Edge Learning: A Survey

2024

The increasing demand for intelligent services coupled with privacy protection of mobile and Internet of Things (IoT) devices motivates the widespread adoption of Federated Edge Learning (FEL), which enables devices to collaboratively train on-device Machine …