activity
20062023
most citedDeep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks

1k citations · 1.4k across the 38 of their papers we have counts for

collaborators
Showing 2020Show all

6 papers · 1 filter

cs.NI2020

Joint Beamforming and Power Control for Throughput Maximization in IRS-assisted MISO WPCNs

Yuan Zheng, Suzhi Bi, Ying-Jun Angela Zhang +2

Intelligent reflecting surface (IRS) is an emerging technology to enhance the energy- and spectrum-efficiency of wireless powered communication networks (WPCNs). In this paper, we…

cs.NI2020★ 7 cited

Pricing-Driven Service Caching and Task Offloading in Mobile Edge Computing

Jia Yan, Suzhi Bi, Lingjie Duan +1

Provided with mobile edge computing (MEC) services, wireless devices (WDs) no longer have to experience long latency in running their desired programs locally, but can pay to offlo…

cs.IT2020★ 7 cited

Reconfigurable Intelligent Surface Enabled Federated Learning: A Unified Communication-Learning Design Approach

Hang Liu, Xiaojun Yuan, Ying-Jun Angela Zhang

To exploit massive amounts of data generated at mobile edge networks, federated learning (FL) has been proposed as an attractive substitute for centralized machine learning (ML). B…

cs.NI2020★ 4 cited

Optimizing AI Service Placement and Resource Allocation in Mobile Edge Intelligence Systems

Zehong Lin, Suzhi Bi, Ying-Jun Angela Zhang

Leveraging recent advances on mobile edge computing (MEC), edge intelligence has emerged as a promising paradigm to support mobile artificial intelligence (AI) applications at the…

cs.NI2020★ 5 cited

Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks

Suzhi Bi, Liang Huang, Hui Wang +1

Opportunistic computation offloading is an effective method to improve the computation performance of mobile-edge computing (MEC) networks under dynamic edge environment. In this p…

cs.NI2020

Throughput Optimization of Intelligent Reflecting Surface Assisted User Cooperation in WPCNs

Yuan Zheng, Suzhi Bi, Ying-Jun Angela Zhang +1

Intelligent reflecting surface (IRS) can effectively enhance the energy and spectral efficiency of wireless communication system through the use of a large number of lowcost passiv…