Search Results for author: Liangkai Zhou

Found 2 papers, 1 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

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

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