Search Results for author: Junjuan Xia

Found 2 papers, 0 papers with code

Battery-constrained Federated Edge Learning in UAV-enabled IoT for B5G/6G Networks

no code implementations29 Jan 2021 Shunpu Tang, Wenqi Zhou, Lunyuan Chen, Lijia Lai, Junjuan Xia, Liseng Fan

In this paper, we study how to optimize the federated edge learning (FEEL) in UAV-enabled Internet of things (IoT) for B5G/6G networks, from a deep reinforcement learning (DRL) approach.

Federated Learning Networking and Internet Architecture

Deep Reinforcement Learning Based Mobile Edge Computing for Intelligent Internet of Things

no code implementations1 Aug 2020 Rui Zhao, Xinjie Wang, Junjuan Xia, Liseng Fan

In particular, the system cost of latency and energy consumption can be reduced significantly by the proposed deep reinforcement learning based algorithm.

Edge-computing reinforcement-learning +1

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