activity
20192023
most citedDeep Learning for Optimal Deployment of UAVs with Visible Light Communications

10 citations · 20 across the 5 of their papers we have counts for

collaborators

5 papers

cs.AI2023★ 4 cited

Optimization of Image Transmission in a Cooperative Semantic Communication Networks

Wenjing Zhang, Yining Wang, Mingzhe Chen +2

In this paper, a semantic communication framework for image transmission is developed. In the investigated framework, a set of servers cooperatively transmit images to a set of use…

cs.IT2022

Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach

Yining Wang, Mingzhe Chen, Tao Luo +4

In this paper, a semantic communication framework is proposed for textual data transmission. In the studied model, a base station (BS) extracts the semantic information from textua…

cs.NI2021★ 6 cited

Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks

Yining Wang, Mingzhe Chen, Zhaohui Yang +4

In this paper, the problem of enhancing the quality of virtual reality (VR) services is studied for an indoor terahertz (THz)/visible light communication (VLC) wireless network. In…

eess.SP2019★ 10 cited

Deep Learning for Optimal Deployment of UAVs with Visible Light Communications

Yining Wang, Mingzhe Chen, Zhaohui Yang +2

In this paper, the problem of dynamical deployment of unmanned aerial vehicles (UAVs) equipped with visible light communication (VLC) capabilities for optimizing the energy efficie…

eess.SP2019

Gated Recurrent Units Learning for Optimal Deployment of Visible Light Communications Enabled UAVs

Yining Wang, Mingzhe Chen, Zhaohui Yang +3

In this paper, the problem of optimizing the deployment of unmanned aerial vehicles (UAVs) equipped with visible light communication (VLC) capabilities is studied. In the studied m…