5 citations · 13 across the 5 of their papers we have counts for
11 papers
TinyQMIX: Distributed Access Control for mMTC via Multi-agent Reinforcement Learning
Tien Thanh Le, Yusheng Ji, John C. S Lui
Distributed access control is a crucial component for massive machine type communication (mMTC). In this communication scenario, centralized resource allocation is not scalable bec…
Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems
Xianfu Chen, Celimuge Wu, Tao Chen +5
This paper studies the problem of information freshness-aware task offloading in an air-ground integrated multi-access edge computing system, which is deployed by an infrastructure…
Computation Offloading in Beyond 5G Networks: A Distributed Learning Framework and Applications
Xianfu Chen, Celimuge Wu, Zhi Liu +2
Facing the trend of merging wireless communications and multi-access edge computing (MEC), this article studies computation offloading in the beyond fifth-generation networks. To a…
Resource Awareness in Unmanned Aerial Vehicle-Assisted Mobile-Edge Computing Systems
Xianfu Chen, Tao Chen, Zhifeng Zhao +3
This paper investigates an unmanned aerial vehicle (UAV)-assisted mobile-edge computing (MEC) system, in which the UAV provides complementary computation resource to the terrestria…
EmoSense: Computational Intelligence Driven Emotion Sensing via Wireless Channel Data
Yu Gu, Yantong Wang, Tao Liu +6
Emotion is well-recognized as a distinguished symbol of human beings, and it plays a crucial role in our daily lives. Existing vision-based or sensor-based solutions are either obs…
Understanding the Modeling of Computer Network Delays using Neural Networks
Albert Mestres, Eduard Alarcón, Yusheng Ji +1
Recent trends in networking are proposing the use of Machine Learning (ML) techniques for the control and operation of the network. In this context, ML can be used as a computer ne…