79 citations · 215 across the 16 of their papers we have counts for
16 papers
Distributed Reinforcement Learning for Privacy-Preserving Dynamic Edge Caching
Shengheng Liu, Chong Zheng, Yongming Huang +1
Mobile edge computing (MEC) is a prominent computing paradigm which expands the application fields of wireless communication. Due to the limitation of the capacities of user equipm…
An Overview on the Application of Graph Neural Networks in Wireless Networks
S. He, S. Xiong, Y. Ou +4
In recent years, with the rapid enhancement of computing power, deep learning methods have been widely applied in wireless networks and achieved impressive performance. To effectiv…
GBLinks: GNN-Based Beam Selection and Link Activation for Ultra-dense D2D mmWave Networks
S. He, S. Xiong, W. Zhang +3
In this paper, we consider the problem of joint beam selection and link activation across a set of communication pairs to effectively control the interference between communication…
Learning Rate Optimization for Federated Learning Exploiting Over-the-air Computation
Chunmei Xu, Shengheng Liu, Zhaohui Yang +2
Federated learning (FL) as a promising edge-learning framework can effectively address the latency and privacy issues by featuring distributed learning at the devices and model agg…
Rank Minimization-based Toeplitz Reconstruction for DoA Estimation Using Coprime Array
Shengheng Liu, Zihuan Mao, Yimin D. Zhang +1
In this paper, we address the problem of direction finding using coprime array, which is one of the most preferred sparse array configurations. Motivated by the fact that non-unifo…
Beamforming Design for Multiuser uRLLC with Finite Blocklength Transmission
Shiwen He, Zhenyu An, Jianyue Zhu +3
Driven by the explosive growth of Internet of Things (IoT) devices with stringent requirements on latency and reliability, ultra-reliability and low latency communication (uRLLC) h…
True-data Testbed for 5G/B5G Intelligent Network
Yongming Huang, Shengheng Liu, Cheng Zhang +2
Future beyond fifth-generation (B5G) and sixth-generation (6G) mobile communications will shift from facilitating interpersonal communications to supporting Internet of Everything…
Achievable Rate Region of MISO Interference Channel Aided by Intelligent Reflecting Surface
Wei Huang, Yong Zeng, Yongming Huang
This paper investigates the achievable rate region of the multiple-input single-output (MISO) interference channel aided by intelligent reflecting surfaces (IRSs). We exploit the t…
BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation
Hao Chen, Kunyang Sun, Zhi Tian +3
Instance segmentation is one of the fundamental vision tasks. Recently, fully convolutional instance segmentation methods have drawn much attention as they are often simpler and mo…
Power Efficient IRS-Assisted NOMA
Jianyue Zhu, Yongming Huang, Jiaheng Wang +2
In this paper, we propose a downlink multiple-input single-output (MISO) transmission scheme, which is assisted by an intelligent reflecting surface (IRS) consisting of a large num…
Cache-Enabled Coordinated Mobile Edge Network: Opportunities and Challenges
Shiwen He, Wei Huang, Jiaheng Wang +3
Cache-enabled coordinated mobile edge network is an emerging network architecture, wherein serving nodes located at the network edge have the capabilities of baseband signal proces…
Attention Mechanism Enhanced Kernel Prediction Networks for Denoising of Burst Images
Bin Zhang, Shenyao Jin, Yili Xia +2
Deep learning based image denoising methods have been extensively investigated. In this paper, attention mechanism enhanced kernel prediction networks (AME-KPNs) are proposed for b…
Energy Optimization for Cellular-Connected Multi-UAV Mobile Edge Computing Systems with Multi-Access Schemes
Meng Hua, Yi Wang, Qingqing Wu +3
In this paper, a cellular-connected unmanned aerial vehicles (UAV) mobile edge computing system is studied in which the multiple UAVs are served by terrestrial base station (TBS) f…
Delay and Backlog Analysis for 60 GHz Wireless Networks
Guang Yang, Ming Xiao, James Gross +2
To meet the ever-increasing demands on higher throughput and better network delay performance, 60 GHZ networking is proposed as a promising solution for the next generation of wire…
Analysis of Multi-Hop Outdoor 60 GHz Wireless Networks with Full-Duplex Buffered Relays
Guang Yang, Ming Xiao, Hussein Al-Zubaidy +2
The abundance of unlicensed spectrum in the 60 GHz band makes it an attractive alternative for future wireless communication systems. Such systems are expected to provide data tran…
QoS-Aware User Association for Load Balancing in Heterogeneous Cellular Networks
Tianqing Zhou, Yongming Huang, Luxi Yang
To solve the problem that the low capacity in hot-spots and coverage holes of conventional cellular networks, the base stations (BSs) having lower transmit power are deployed to fo…