activity
20172022
most citedDeep Reinforcement Learning for Task Offloading in Mobile Edge Computing Systems

15 citations · 26 across the 8 of their papers we have counts for

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Showing cs.ITShow all

5 papers · 1 filter

cs.IT20202 cited

A Deep Reinforcement Learning Approach for Dynamic Contents Caching in HetNets

Manyou Ma, Vincent W. S. Wong

The recent development in Internet of Things necessitates caching of dynamic contents, where new versions of contents become available around-the-clock and thus timely update is re…

cs.IT2020

Joint User Pairing and Association for Multicell NOMA: A Pointer Network-based Approach

Manyou Ma, Vincent W. S. Wong

In this paper, we investigate the joint user pairing and association problem for multicell non-orthogonal multiple access (NOMA) systems. We consider a scenario where the user equi…

cs.IT2018

Cache-Aided Non-Orthogonal Multiple Access

Lin Xiang, Derrick Wing Kwan Ng, Xiaohu Ge +3

In this paper, we propose a novel joint caching and non-orthogonal multiple access (NOMA) scheme to facilitate advanced downlink transmission for next generation cellular networks.…

cs.IT20174 cited

Cache-Enabled Physical Layer Security for Video Streaming in Backhaul-Limited Cellular Networks

Lin Xiang, Derrick Wing Kwan Ng, Robert Schober +1

In this paper, we propose a novel wireless caching scheme to enhance the physical layer security of video streaming in cellular networks with limited backhaul capacity. By proactiv…

cs.IT20172 cited

Secure Video Streaming in Heterogeneous Small Cell Networks with Untrusted Cache Helpers

Lin Xiang, Derrick Wing Kwan Ng, Robert Schober +1

This paper studies secure video streaming in cache-enabled small cell networks, where some of the cache-enabled small cell base stations (BSs) helping in video delivery are untrust…