Hailun Xia

Content-based Vehicle Selection and Resource Allocation for Federated Learning in IoV

2021

In order to use datasets collected from multiple vehicles to train a machine learning model while ensuring vehicle user privacy, federal learning framework was introduced into the Internet of Vehicles. Federated learning is a distributed …

Semantic Transfer Between Different Tasks in the Semantic Communication System

2022 · 2022 IEEE Wireless Communications and Networking Conference (WCNC)

At present, the semantic communication system considered the case that one of the intelligent tasks needs to be completed, while a single Internet of Things (IoT) device is usually required to complete multiple different tasks …