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20112023
most citedThirty Years of Machine Learning: The Road to Pareto-Optimal Wireless Networks

485 citations · 1.3k across the 28 of their papers we have counts for

collaborators

28 papers

cs.IT2023★ 3 cited

Age of Incorrect Information in Semantic Communications for NOMA Aided XR Applications

Jianrui Chen, Jingjing Wang, Chunxiao Jiang +1

As an evolving successor to the mobile Internet, the extended reality (XR) devices can generate a fully digital immersive environment similar to the real world, integrating integra…

cs.CR2023★ 1 cited

Trust-Worthy Semantic Communications for the Metaverse Relying on Federated Learning

Jianrui Chen, Jingjing Wang, Chunxiao Jiang +2

As an evolving successor to the mobile Internet, the Metaverse creates the impression of an immersive environment, integrating the virtual as well as the real world. In contrast to…

eess.SY2022★ 2 cited

Gradient and Channel Aware Dynamic Scheduling for Over-the-Air Computation in Federated Edge Learning Systems

Jun Du, Bingqing Jiang, Chunxiao Jiang +2

To satisfy the expected plethora of computation-heavy applications, federated edge learning (FEEL) is a new paradigm featuring distributed learning to carry the capacities of low-l…

cs.IT2022

UAV-Assisted Multi-Cluster Over-the-Air Computation

Min Fu, Yong Zhou, Yuanming Shi +2

In this paper, we study unmanned aerial vehicles (UAVs) assisted wireless data aggregation (WDA) in multicluster networks, where multiple UAVs simultaneously perform different WDA…

eess.SP2022★ 91 cited

Over-the-Air Computation for 6G: Foundations, Technologies, and Applications

Zhibin Wang, Yapeng Zhao, Yong Zhou +3

The rapid advancement of artificial intelligence technologies has given rise to diversified intelligent services, which place unprecedented demands on massive connectivity and giga…

cs.NI2022

STEC-IoT: A Security Tactic by Virtualizing Edge Computing on IoT

Peiying Zhang, Chunxiao Jiang, Xue Pang +1

To a large extent, the deployment of edge computing (EC) can reduce the burden of the explosive growth of the Internet of things. As a powerful hub between the Internet of things a…

cs.NI2022

A Multi-Domain VNE Algorithm based on Load Balancing in the IoT networks

Peiying Zhang, Fanglin Liu, Chunxiao Jiang +3

Virtual network embedding is one of the key problems of network virtualization. Since virtual network mapping is an NP-hard problem, a lot of research has focused on the evolutiona…

cs.CL2022

Semantic Similarity Computing Model Based on Multi Model Fine-Grained Nonlinear Fusion

Peiying Zhang, Xingzhe Huang, Yaqi Wang +3

Natural language processing (NLP) task has achieved excellent performance in many fields, including semantic understanding, automatic summarization, image recognition and so on. Ho…

cs.LG2022★ 8 cited

Deep Reinforcement Learning Assisted Federated Learning Algorithm for Data Management of IIoT

Peiying Zhang, Chao Wang, Chunxiao Jiang +1

The continuous expanded scale of the industrial Internet of Things (IIoT) leads to IIoT equipments generating massive amounts of user data every moment. According to the different…

cs.NI2022

Security-Aware Virtual Network Embedding Algorithm based on Reinforcement Learning

Peiying Zhang, Chao Wang, Chunxiao Jiang +1

Virtual network embedding (VNE) algorithm is always the key problem in network virtualization (NV) technology. At present, the research in this field still has the following proble…

cs.NI2022

Incorporating Distributed DRL into Storage Resource Optimization of Space-Air-Ground Integrated Wireless Communication Network

Chao Wang, Lei Liu, Chunxiao Jiang +3

Space-air-ground integrated network (SAGIN) is a new type of wireless network mode. The effective management of SAGIN resources is a prerequisite for high-reliability communication…

cs.CR2022

Resource Management and Security Scheme of ICPSs and IoT Based on VNE Algorithm

Peiying Zhang, Chao Wang, Chunxiao Jiang +2

The development of Intelligent Cyber-Physical Systems (ICPSs) in virtual network environment is facing severe challenges. On the one hand, the Internet of things (IoT) based on ICP…

eess.SY2022

Underwater Differential Game: Finite-Time Target Hunting Task with Communication Delay

Wei Wei, JingJing Wang, Jun Du +3

This work considers designing an unmanned target hunting system for a swarm of unmanned underwater vehicles (UUVs) to hunt a target with high maneuverability. Differential game the…

cs.IT2021

On the Ergodic Capacity of Reconfigurable Intelligent Surface (RIS)-Aided MIMO Channels

Chongjun Ouyang, Hao Xu, Xujie Zang +1

Reconfigurable intelligent surfaces (RISs) have emerged as a promising technique to enhance the system spectral efficiency. This paper investigates the ergodic channel capacity (EC…

eess.SP2020

Physical Layer Security Over Mixture Gamma Distributed Fading Channels With Discrete Inputs: A Unified and General Analytical Framework

Chongjun Ouyang, Sheng Wu, Chunxiao Jiang +2

Physical layer security is investigated over mixture Gamma (MG) distributed fading channels with discrete inputs. By the Gaussian quadrature rules, closed-form expressions are deri…

eess.SP2020★ 11 cited

Secrecy Performance for Finite-Alphabet Inputs Over Fluctuating Two-Ray Channels in FDA Communications

Chongjun Ouyang, Sheng Wu, Chunxiao Jiang +2

To provide system design insights for practical communication systems equipped with the frequency diverse array (FDA), this paper investigates the secrecy performance of FDA system…

cs.NI2019★ 485 cited

Thirty Years of Machine Learning: The Road to Pareto-Optimal Wireless Networks

Jingjing Wang, Chunxiao Jiang, Haijun Zhang +3

Future wireless networks have a substantial potential in terms of supporting a broad range of complex compelling applications both in military and civilian fields, where the users…

cs.IT2017★ 1 cited

Access Strategy in Super WiFi Network Powered by Solar Energy Harvesting: A POMDP Method

Tingwu Wang, Jian Wang, Chunxiao Jiang +2

The recently announced Super Wi-Fi Network proposal in United States is aiming to enable Internet access in a nation-wide area. As traditional cable-connected power supply system b…

cs.NI2017★ 18 cited

Complex Network Theoretical Analysis on Information Dissemination over Vehicular Networks

Jingjing Wang, Chunxiao Jiang, Longxiang Gao +3

How to enhance the communication efficiency and quality on vehicular networks is one critical important issue. While with the larger and larger scale of vehicular networks in dense…

cs.NI2017★ 40 cited

Mobile Data Transactions in Device-to-Device Communication Networks: Pricing and Auction

Jingjing Wang, Chunxiao Jiang, Zhi Bie +2

Device-to-Device (D2D) communication is offering smart phone users a choice to share files with each other without communicating with the cellular network. In this paper, we discus…

cs.NI2017★ 35 cited

Aggressive Congestion Control Mechanism for Space Systems

Jingjing Wang, Chunxiao Jiang, Haijun Zhang +2

How to implement an impeccable space system-of-systems (SoS) internetworking architecture has been a significant issue in system engineering for years. Reliable data transmission i…

cs.NI2015★ 74 cited

Self-Organization in Disaster Resilient Heterogeneous Small Cell Networks

Haijun Zhang, Chunxiao Jiang, Rose Qingyang Hu +1

Heterogeneous small cell networks with overlay femtocells and macrocell is a promising solution for future heterogeneous wireless cellular communications. However, great resilience…

cs.IT2015★ 164 cited

Cooperative Interference Mitigation and Handover Management for Heterogeneous Cloud Small Cell Networks

Haijun Zhang, Chunxiao Jiang, Julian Cheng +1

Heterogeneous small cell network has attracted much attention to satisfy users' explosive data traffic requirements. Heterogeneous cloud small cell network (HCSNet), which combines…

cs.SI2013★ 141 cited

Evolutionary Dynamics of Information Diffusion over Social Networks

Chunxiao Jiang, Yan Chen, K. J. Ray Liu

Current social networks are of extremely large-scale generating tremendous information flows at every moment. How information diffuse over social networks has attracted much attent…