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08/24/2023
Capacity Analysis and Throughput Maximization of NOMA with Nonlinear Power Amplifier Distortion
In future B5G/6G broadband communication systems, non-linear signal dist...
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06/06/2023
Joint 3D Deployment and Resource Allocation for UAV-assisted Integrated Communication and Localization
In this paper, we investigate an unmanned aerial vehicle (UAV)-assisted ...
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11/04/2021
Energy-Efficient Online Data Sensing and Processing in Wireless Powered Edge Computing Systems
This paper focuses on developing energy-efficient online data processing...
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06/27/2021
Online Cognitive Data Sensing and Processing Optimization in Energy-harvesting Edge Computing Systems
Mobile edge computing (MEC) has recently become a prevailing technique t...
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05/28/2021
Optimal Model Placement and Online Model Splitting for Device-Edge Co-Inference
Device-edge co-inference opens up new possibilities for resource-constra...
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04/14/2021
An Integrated Optimization-Learning Framework for Online Combinatorial Computation Offloading in MEC Networks
Mobile edge computing (MEC) is a promising paradigm to accommodate the i...
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03/20/2021
Joint Resource Allocation and Cache Placement for Location-Aware Multi-User Mobile Edge Computing
With the growing demand for latency-critical and computation-intensive I...
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02/05/2021
Stable Online Computation Offloading via Lyapunov-guided Deep Reinforcement Learning
In this paper, we consider a multi-user mobile-edge computing (MEC) netw...
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01/29/2021
Federated Learning over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis
The proliferation of Internet-of-Things (IoT) devices and cloud-computin...
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12/29/2020
Joint Beamforming and Power Control for Throughput Maximization in IRS-assisted MISO WPCNs
Intelligent reflecting surface (IRS) is an emerging technology to enhanc...
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11/11/2020
Optimizing AI Service Placement and Resource Allocation in Mobile Edge Intelligence Systems
Leveraging recent advances on mobile edge computing (MEC), edge intellig...
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11/04/2020
Pricing-Driven Service Caching and Task Offloading in Mobile Edge Computing
Provided with mobile edge computing (MEC) services, wireless devices (WD...
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10/03/2020
Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks
Opportunistic computation offloading is an effective method to improve t...
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07/19/2020
Throughput Optimization of Intelligent Reflecting Surface Assisted User Cooperation in WPCNs
Intelligent reflecting surface (IRS) can effectively enhance the energy ...
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02/28/2020
Decentralized Federated Learning via SGD over Wireless D2D Networks
Federated Learning (FL), an emerging paradigm for fast intelligent acqui...
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02/24/2020
Computation Rate Maximization in Wireless Powered MEC with Spread Spectrum Multiple Access
The integration of mobile edge computing (MEC) and wireless power transf...
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02/19/2020
Offloading and Resource Allocation with General Task Graph in Mobile Edge Computing: A Deep Reinforcement Learning Approach
In this paper, we consider a mobile-edge computing system, where an acce...
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12/25/2019
Reusing Wireless Power Transfer for Backscatter-assisted Relaying in WPCNs
User cooperation is an effective technique to tackle the severe near-far...
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08/25/2019
Collaborative Computation Offloading in Wireless Powered Mobile-Edge Computing Systems
This paper studies a novel user cooperation model in a wireless powered ...
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06/03/2019
Joint Optimization of Service Caching Placement and Computation Offloading in Mobile Edge Computing System
In mobile edge computing (MEC) systems, edge service caching refers to p...
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04/19/2019
Optimizing Throughput Fairness of Cluster-based Cooperation in Underlay Cognitive WPCNs
In this paper, we consider a secondary wireless powered communication ne...
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01/24/2019
When Machine Learning Meets Big Data: A Wireless Communication Perspective
We have witnessed an exponential growth in commercial data services, whi...
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01/03/2019
Throughput Maximization for Ambient Backscatter Communication: A Reinforcement Learning Approach
Ambient backscatter (AB) communication is an emerging wireless communica...
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10/26/2018
Optimal Offloading and Resource Allocation in Mobile-Edge Computing with Inter-user Task Dependency
Mobile-edge computing (MEC) has recently emerged as a cost-effective par...
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08/06/2018
Deep Reinforcement Learning for Online Offloading in Wireless Powered Mobile-Edge Computing Networks
In this paper, we consider a wireless powered mobile-edge computing (MEC...
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07/22/2018
Engineering Radio Map for Wireless Resource Management
Radio map in general refers to the geographical signal power spectrum de...
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07/14/2018
Backscatter-assisted Relaying in Wireless Powered Communications Network
This paper studies a novel cooperation method in a two-user wireless pow...
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07/01/2018
Reusing Wireless Power Transfer for Backscatter-assisted Cooperation in WPCN
This paper studies a novel user cooperation method in a wireless powered...
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02/09/2018
An ADMM Based Method for Computation Rate Maximization in Wireless Powered Mobile-Edge Computing Networks
In this paper, we consider a wireless powered mobile edge computing (MEC...
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12/26/2017
User-Centric Joint Transmission in Virtual-Cell-Based Ultra-Dense Networks
In ultra-dense networks (UDNs), distributed radio access points (RAPs) a...
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08/26/2016