Search Results for author: Yuncong Hong

Found 3 papers, 2 papers with code

Distributed Dynamic Map Fusion via Federated Learning for Intelligent Networked Vehicles

1 code implementation5 Mar 2021 Zijian Zhang, Shuai Wang, Yuncong Hong, Liangkai Zhou, Qi Hao

The technology of dynamic map fusion among networked vehicles has been developed to enlarge sensing ranges and improve sensing accuracies for individual vehicles.

Federated Learning Knowledge Distillation +1

Edge Federated Learning Via Unit-Modulus Over-The-Air Computation

1 code implementation28 Jan 2021 Shuai Wang, Yuncong Hong, Rui Wang, Qi Hao, Yik-Chung Wu, Derrick Wing Kwan Ng

Simulation results show that the proposed UMAirComp framework with PAM algorithm achieves a smaller mean square error of model parameters' estimation, training loss, and test error compared with other benchmark schemes.

Autonomous Driving Federated Learning

Learning Centric Wireless Resource Allocation for Edge Computing: Algorithm and Experiment

no code implementations29 Oct 2020 Liangkai Zhou, Yuncong Hong, Shuai Wang, Ruihua Han, Dachuan Li, Rui Wang, Qi Hao

Edge intelligence is an emerging network architecture that integrates sensing, communication, computing components, and supports various machine learning applications, where a fundamental communication question is: how to allocate the limited wireless resources (such as time, energy) to the simultaneous model training of heterogeneous learning tasks?

Edge-computing

Cannot find the paper you are looking for? You can Submit a new open access paper.