Fanqin Zhou

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 84

Top Topics

Reinforcement Learning

Benders Decomposition

Resource Allocation

Top Venues

Publications

Kunyi Xie, Lei Feng, Yang Yang, Fanqin Zhou
Intelligent Reflecting Surface Aided Wireless Clock Synchronization for Indoor Substation. IEEE Trans. Smart Grid 15 (2) (2024)
Xudong Wang, Lei Feng, Fanqin Zhou, Wenjing Li
Symbol Error Rate Analysis of Multi-IRS-Aided Distributed Space-Time Block Coding in MISO Wireless Communication Systems. WCNC (2024)
Yunfeng Duan, Jingchun Li, Hao Sun, Fanqin Zhou, Jiaxing Chen, Tiandong Wu, Wenjing Li, Yuxing Fan
Telemetry-aided cooperative multi-agent online reinforcement learning for DAG task scheduling in computing power networks. Simul. Model. Pract. Theory 132 (2024)
Xudong Wang, Lei Feng, Fanqin Zhou, Wenjing Li
Coverage and reliability analysis of multi-IRS-aided distributed space-time block coding in MISO wireless communication systems. Phys. Commun. 63 (2024)
Yang Yang, Lei Feng, Yao Sun, Yangyang Li, Fanqin Zhou, Wenjing Li, Shangguang Wang
Decentralized Cooperative Caching and Offloading for Virtual Reality Task Based on GAN-Powered Multi-Agent Reinforcement Learning. IEEE Trans. Serv. Comput. 17 (1) (2024)
Yu Zhou, Lei Feng, Xiaoyi Jiang, Wenjing Li, Fanqin Zhou
Predictable Wireless Networked Scheduling for Bridging Hybrid Time-Sensitive and Real-Time Services. IEEE Trans. Commun. 72 (6) (2024)
Yanbo Zhou, Lei Feng, Kunyi Xie, Fanqin Zhou, Wenjing Li, Peng Yu
Stable 5G Time Domain Resource Configuration for Synchronous Timing Services via Lyapunov Aided DRL. NOMS (2023)
Jiayu Huang, Fanqin Zhou, Lei Feng, Wenjing Li, Mingyu Zhao, Xueqiang Yan, Yan Xi, Jianjun Wu
Digital Twin Assisted DAG Task Scheduling Via Evolutionary Selection MARL in Large-Scale Mobile Edge Network. ICC Workshops (2023)
Yunfeng Duan, Chenxu Li, Guotao Bai, Guo Chen, Fanqin Zhou, Jiaxing Chen, Zehua Gao, Chun Zhang
MFGAD-INT: in-band network telemetry data-driven anomaly detection using multi-feature fusion graph deep learning. J. Cloud Comput. 12 (1) (2023)
Shi Wang, Siya Xu, Jiaxin Wang, Peng Yu, Ying Wang, Fanqin Zhou
FRL-Assisted Edge Service Offloading Mechanism for IoT Applications in FiWi HetNets. NOMS (2023)
Peng Yu, Junye Zhang, Honglin Fang, Wenjing Li, Lei Feng, Fanqin Zhou, Pei Xiao, Song Guo
Digital Twin Driven Service Self-Healing With Graph Neural Networks in 6G Edge Networks. IEEE J. Sel. Areas Commun. 41 (11) (2023)
Lei Zhang, Lei Feng, Yue Liu, Fanqin Zhou, Boyu Liu, Zheng Jia, Yanru Wang, Hui Liu, Wenjie Ma
Improved Swarm Learning with Differential Privacy for Radio Frequency Fingerprinting. BMSB (2023)
Can Tan, Peng Yu, Wenjing Li, Fanqin Zhou, Ying Wang, Siya Xu, Xuesong Qiu, Qingbi Zheng, Pei Xiao
Self-adaptive and Efficient Training Node Selection for Federated Learning in B5G/6G Edge Network. NOMS (2023)
Yikun Zhao, Fanqin Zhou, Huaide Liu, Lei Feng, Wenjing Li
PPO-based deployment and phase control for movable intelligent reflecting surface. J. Cloud Comput. 12 (1) (2023)
Jingchun Li, Fanqin Zhou, Wenjing Li, Mingyu Zhao, Xueqiang Yan, Yan Xi, Jianjun Wu
Componentized Task Scheduling in Cloud-Edge Cooperative Scenarios Based on GNN-enhanced DRL. NOMS (2023)
Yikun Zhao, Fanqin Zhou, Lei Feng, Wenjing Li, Yao Sun, Muhammad Ali Imran
Backhaul-Constrained Coverage Analysis of Integrated High and Low Altitude Platforms Aerial Communication System in Post-Disaster Areas. IEEE Commun. Lett. 27 (6) (2023)
Zhixiang Yang, Lei Feng, Fanqin Zhou, Xuesong Qiu, Wenjing Li
Ergodic Capacity Analysis of IRS Aided Wireless-Powered Relay Communication Network. IEEE Trans. Cogn. Commun. Netw. 9 (5) (2023)
Jingyue Tian, Fanqin Zhou, Peng Yu, Wenjing Li
Energy-Efficient Multimedia Services with UAV-BS Intelligent Trajectory Planning for Emergency Communications in 6G Networks. BMSB (2023)
Wenxin Chen, Lei Feng, Wenjing Li, Peng Yu, Fanqin Zhou
HD-NRC: Network Route Calculation Based on High-Dimensional Features Knowledge. GLOBECOM (2023)
Haoran He, Fanqin Zhou, Yikun Zhao, Wenjing Li, Lei Feng
Hypergraph convolution mix DDPG for multi-aerial base station deployment. J. Cloud Comput. 12 (1) (2023)
Jingyue Tian, Peng Yu, Wenjing Li, Lei Feng, Fanqin Zhou
Intelligent Energy-Efficiency Trajectory Planning of Heterogeneous Air Base Stations for 6G Emergency Communication. ICCC Workshops (2023)
Yuxuan Zhong, Siya Xu, Zihan Li, Peng Yu, Ying Wang, Fanqin Zhou
DRL and Main-Side Blockchain Empowered Edge Computing Framework for Assistant Driving. NOMS (2023)
Lei Liu, Haoran He, Fei Qi, Yikun Zhao, Weiliang Xie, Fanqin Zhou, Lei Feng
HAP-assisted multi-aerial base station deployment for capacity enhancement via federated deep reinforcement learning. J. Cloud Comput. 12 (1) (2023)
Junye Zhang, Peng Yu, Fanqin Zhou, Lei Feng, Wenjing Li, Xuesong Qiu
Resource and delay aware fine-grained service offloading in collaborative edge computing. Comput. Networks 218 (2022)
Ziliang Wang, Fanqin Zhou, Lei Feng, Wenjing Li, Tingting Zhang, Sheng Wang, Ying Li
Multi-granularity Decomposition of Componentized Network Applications Based on Weighted Graph Clustering. J. Web Eng. 21 (3) (2022)
Zhiqiang Xu, Fanqin Zhou, Lei Feng, Zihao Wu
MARL-Based Joint Computation Offloading and Aerial Base Stations Deployment in MEC Systems. BMSB (2022)
Jiayu Huang, Lei Feng, Fanqin Zhou, Huiyong Liu, Peng Yu, Kunyi Xie
5G URLLC Local Deployment Architecture for Industrial TSN Services. IWCMC (2022)
Ziliang Wang, Tingting Zhang, Ying Li, Sheng Wang, Fanqin Zhou, Lei Feng, Wenjing Li
Multi-Granularity Decomposition based Task Scheduling for Migration Cost Minimization. ICSS (2022)
Honglin Fang, Peng Yu, Ying Wang, Wenjing Li, Fanqin Zhou, Run Ma
A Novel Network Delay Prediction Model with Mixed Multi-layer Perceptron Architecture for Edge Computing. CNSM (2022)
Fanqin Zhou, Lei Feng, Michel Kadoch, Peng Yu, Wenjing Li, Zhili Wang
Multiagent RL Aided Task Offloading and Resource Management in Wi-Fi 6 and 5G Coexisting Industrial Wireless Environment. IEEE Trans. Ind. Informatics 18 (5) (2022)
Hui Xiang, Yucheng Wang, Yuxiang Lv, Yawen Dong, Hongyan Wang, Yang Yang, Liangkang Wei, Fanqin Zhou, Lei Feng
Decomposition of power system inspection services for 5G cloud-edge-end collaboration. IWCMC (2022)
Shuo Yang, Fanqin Zhou, Lei Feng, Wenjing Li
Resource Reservation for Graph-structured Multimedia Services in Computing Power Network. BMSB (2022)
Fanqin Zhou, Lei Feng, Peng Yu, Wenjing Li, Xiaoyu Que, Luoming Meng
DRL-Based Low-Latency Content Delivery for 6G Massive Vehicular IoT. IEEE Internet Things J. 9 (16) (2022)
Honglin Fang, Peng Yu, Lei Feng, Fanqin Zhou, Wenjing Li, Ying Wang, Mingyu Zhao, Xueqiang Yan, Jianjun Wu
Knowledge Graph Completion by Multi-Channel Translating Embeddings. ICTAI (2022)
Fanqin Zhou, Wenjing Li, Yang Yang, Lei Feng, Peng Yu, Mingyu Zhao, Xueqiang Yan, Jianjun Wu
Intelligence-Endogenous Networks: Innovative Network Paradigm for 6G. IEEE Wirel. Commun. 29 (1) (2022)
Yang Yang, Lei Feng, Xiaoyu Que, Fanqin Zhou, Wenjing Li
Energy- and Quality-Aware Task Offloading for WebVR Service in Terminal-Aided Mobile Edge Network. IEEE Trans. Veh. Technol. 71 (8) (2022)
Jing Gao, Lei Feng, Peng Yu, Fanqin Zhou, Zihao Wu, Xuesong Qiu, Jingchun Li, Yifei Zhu
Resource consumption and security-aware multi-tenant service function chain deployment based on hypergraph matching. Comput. Networks 216 (2022)
Yikun Zhao, Fanqin Zhou, Wenjing Li, Yuan Gao, Lei Feng, Peng Yu
3D Deployment and User Association of CoMP-assisted Multiple Aerial Base Stations for Wireless Network Capacity Enhancement. CNSM (2021)
Fei Qi, Wenjing Li, Peng Yu, Lei Feng, Fanqin Zhou
Shape adaptive IRS based SAG IoT network. EURASIP J. Wirel. Commun. Netw. 2021 (1) (2021)
Ziliang Wang, Fanqin Zhou, Lei Feng, Wenjing Li
Multi-Granularity Decomposition for Componentized Multimedia Applications based on Graph Clustering. BMSB (2021)
Lei Feng, Jinlong Chai, Fanqin Zhou, Wenjing Li
Energy-Efficient Joint Optimization of Channel Assignment, Power Allocation, and Relay Selection Based on Hypergraph for Uplink mMTC Networks. IEEE Trans. Green Commun. Netw. 5 (1) (2021)
Fei Qi, Wenjing Li, Peng Yu, Lei Feng, Fanqin Zhou
Deep learning-based BackCom multiple beamforming for 6G UAV IoT networks. EURASIP J. Wirel. Commun. Netw. 2021 (1) (2021)
Liangkang Wei, Fanqin Zhou, Lei Feng, Peng Yu, Wenjing Li, Mingyu Zhao, Xueqiang Yan, Jianjun Wu
Task Decomposition of Network Services for Deploying in Heterogeneous Network Computing Nodes. CAMAD (2021)
Zhengyuan Liu, Peng Yu, Fanqin Zhou, Lei Feng, Wenjing Li
Intelligent and Energy-efficient Distributed Resource Allocation for 5G Cloud Radio Access Networks. CNSM (2021)
Cheng Chen, Peng Yu, Lei Feng, Fanqin Zhou, Wenjing Li, Wei Lin
A Cell Outage Compensation Mechanism Based on IPSO for 5G Ultra-dense Small Cell Networks. CAMAD (2021)
Jingchun Li, Fanqin Zhou, Guoyi Zhang, Lei Feng, Wenjing Li, Peng Yu
Resource Allocation for Componentized Multimedia Service in Ubiquitous Computing Power Environment. BMSB (2021)
Zhixiang Yang, Lei Feng, Fanqin Zhou, Xue-song Qiu, Wenjing Li
Analytical Performance Analysis of Intelligent Reflecting Surface Aided Ambient Backscatter Communication Network. IEEE Wirel. Commun. Lett. 10 (12) (2021)
Yahui Ding, Peng Yu, Wenjing Li, Lei Feng, Fanqin Zhou
Optimal Deployment Methods of Multi-UAVs for Capacity Enhancement under Weak Coverage. ComComAP (2021)
Gaolu Liu, Fanqin Zhou, Peng Yu
Beam Tracking Based on unscented Kalman Filter Theory in Millimeter Wave Communication Systems for IoT. IWCMC (2020)
Zhuojun Jin, Peng Yu, Shao-Yong Guo, Lei Feng, Fanqin Zhou, Minxing Tao, Wenjing Li, Xuesong Qiu, Lei Shi
Cyber-Physical Risk Driven Routing Planning with Deep Reinforcement-Learning in Smart Grid Communication Networks. IWCMC (2020)
Peng Yu, Yong Yan, Haotian Qiu, Ying Wang, Fanqin Zhou, Lei Feng, Wenjing Li, Xue-song Qiu
SLA-driven Creditable and Negotiable Resource optimized Allocation Scheme in Cloud. IWCMC (2020)
Shaohua Liu, Peng Yu, Fanqin Zhou, Haolin Wang
Research on Chirp Signal Denoising Algorithm Based on IoT. IWCMC (2020)
Lei Feng, Yueqi Zi, Wenjing Li, Fanqin Zhou, Peng Yu, Michel Kadoch
Dynamic Resource Allocation With RAN Slicing and Scheduling for uRLLC and eMBB Hybrid Services. IEEE Access 8 (2020)
Haolin Wang, Fanqin Zhou, Peng Yu, Shaohua Liu
An Improved Threshold Wavelet Denoising LS Channel Estimation Algorithm Based on IoT. IWCMC (2020)
Wei Liu, Yue Wang, Ao Li, Peng Yu, Fanqin Zhou
An Improved Puncturing Scheme for Polar Codes. IWCMC (2020)
Jing Gao, Fanqin Zhou, Gang Sun, Lei Feng, Wenjing Li, Xuesong Qiu, Xiaolu Chen
Resource Allocation for Network Slices with Delay-Sensitive Multimedia Services. BMSB (2020)
Fanqin Zhou, Peng Yu, Lei Feng, Xuesong Qiu, Zhili Wang, Luoming Meng, Michel Kadoch, Liang Gong, Xianjiong Yao
Automatic Network Slicing for IoT in Smart City. IEEE Wirel. Commun. 27 (6) (2020)
Peng Yu, Xiao Yang, Fanqin Zhou, Hao Li, Lei Feng, Wenjing Li, Xuesong Qiu
Deep Reinforcement Learning Aided Cell Outage Compensation Framework in 5G Cloud Radio Access Networks. Mob. Networks Appl. 25 (5) (2020)
Yikun Zhao, Fanqin Zhou, Gang Sun, Lei Feng, Wenjing Li, Xuesong Qiu, Xiaolu Chen
Coverage Analysis of Cooperative mmWave Cellular Communication for Multimedia Services. BMSB (2020)
Peng Yu, Fanqin Zhou, Xiang Zhang, Xuesong Qiu, Michel Kadoch, Mohamed Cheriet
Deep Learning-Based Resource Allocation for 5G Broadband TV Service. IEEE Trans. Broadcast. 66 (4) (2020)
Xiang Zhang, Peng Yu, Lei Feng, Fanqin Zhou, Wenjing Li
A DRL-based resource allocation framework for multimedia multicast in 5G cellular networks. BMSB (2019)
Shuqiong Zhu, Wenquan Wu, Lei Feng, Pan Zhao, Fanqin Zhou, Peng Yu, Wenjing Li
Energy-efficient joint power control and resource allocation for cluster-based NB-IoT cellular networks. Trans. Emerg. Telecommun. Technol. 30 (4) (2019)
Yijing Li, Peng Yu, Lei Feng, Fanqin Zhou, Wenjing Li, Xuesong Qiu
A Distributed Energy-Efficient Resource Allocation Mechanism for Multimedia Broadband Services in 5G Ultra-dense Networks. BMSB (2019)
Qiang Zhao, Lei Feng, Shaoyong Guo, Peng Yu, Fanqin Zhou
Joint Caching Allocation and Delay Control for Network Slices Carrying Multimedia Services in 5G Core Network. BMSB (2019)
Xiao Yang, Peng Yu, Lei Feng, Fanqin Zhou, Wenjing Li, Xuesong Qiu
A Deep Reinforcement Learning based Mechanism for Cell Outage Compensation in 5G UDN. IM (2019)
Jiahui Wu, Peng Yu, Lei Feng, Fanqin Zhou, Wenjing Li, Xuesong Qiu
3D Aerial Base Station Position Planning based on Deep Q-Network for Capacity Enhancement. IM (2019)
Yingxin Lin, Lei Feng, Wenjing Li, Fanqin Zhou, Qinghai Ou
Stochastic Joint Bandwidth and Computational Allocation for Multi-Users and Multi-Edge-Servers in 5G D-RANs. SmartCloud (2019)
Fanqin Zhou, Wenjing Li, Luoming Meng, Michel Kadoch
Capacity Enhancement for Hotspot Area in 5G Cellular Networks Using mmWave Aerial Base Station. IEEE Wirel. Commun. Lett. 8 (3) (2019)
Jiayi Ning, Lei Feng, Fanqin Zhou, Mengjun Yin, Peng Yu, Wenjing Li, Xuesong Qiu
Interference Control Based on Stackelberg Game for D2D Underlaying 5G mmWave Small Cell Networks. ICC (2019)
Hao Li, Peng Yu, Xiang Zhang, Lei Feng, Fanqin Zhou, Wenjing Li, Xuesong Qiu
Hotspot Localization and Prediction for Broadband Multimedia Services in 5G Networks. BMSB (2019)
Lei Feng, Pan Zhao, Fanqin Zhou, Mengjun Yin, Peng Yu, Wenjing Li, Xuesong Qiu
Resource Allocation for 5G D2D Multicast Content Sharing in Social-Aware Cellular Networks. IEEE Commun. Mag. 56 (3) (2018)
Jinlong Chai, Lei Feng, Fanqin Zhou, Pan Zhao, Peng Yu, Wenjing Li
Energy-Efficient Resource Allocation Based on Hypergraph 3D Matching for D2D-Assisted mMTC Networks. GLOBECOM (2018)
Xiang Zhang, Fanqin Zhou, Jiayi Ning, Peng Yu, Wenjing Li
Hotspot localization and prediction in wireless cellular networks via spatial traffic fitting. NOMS (2018)
Lei Feng, Fanqin Zhou, Peng Yu, Wenjing Li
Benders Decomposition-based video bandwidth allocation in mobile media cloud network. Multim. Tools Appl. 77 (1) (2018)
Qiang Cao, Humphrey Rutagemwa, Fanqin Zhou, Peng Yu, Lei Feng, Wenjing Li, Ao Xiong, Xuesong Qiu
Capacity Enhancement for mmWave Multi-Beam Satellite-Terrestrial Backhaul via Beam Sharing. ICC (2018)
Peng Yu, Fanqin Zhou, Tao Zhang, Wenjing Li, Lei Feng, Xuesong Qiu
Self-Organized Cell Outage Detection Architecture and Approach for 5G H-CRAN. Wirel. Commun. Mob. Comput. 2018 (2018)
Peng Yu, Wenjing Li, Fanqin Zhou, Lei Feng, Mengjun Yin, Shaoyong Guo, Zhipeng Gao, Xuesong Qiu
Capacity Enhancement for 5G Networks Using MmWave Aerial Base Stations: Self-Organizing Architecture and Approach. IEEE Wirel. Commun. 25 (4) (2018)
Xiao Cheng, Lei Feng, Fanqin Zhou, Wenjing Li, Peng Yu, Xuesong Qiu, Lei Wei
Uplink resource allocation for trade-off between throughput and fairness in C-RAN-based neighborhood area network. NOMS (2018)
Meng Li, Wenjing Li, Peng Yu, Fanqin Zhou
Risk prediction of the SCADA communication network based on entropy-gray model. CNSM (2017)
Tao Zhang, Fanqin Zhou, Lei Feng, Peng Yu, Wenjing Li, Bo Rong, Humphrey Rutagemwa
Capacity Enhancement for Next Generation Mobile Networks Using mmWave Aerial Base Station. GLOBECOM (2017)
Hongfu Guo, Fanqin Zhou, Lei Feng, Peng Yu, Wenjing Li
User association for load balancing in cellular network with hybrid cognitive radio relays. CNSM (2017)
Fanqin Zhou, Wenjing Li, Lei Feng, Peng Yu, Luoming Meng
Generalised benders decomposition-based load optimisation in cellular and public WLAN interworking network. IET Commun. 11 (12) (2017)
Fanqin Zhou, Lei Feng, Peng Yu, Wenjing Li, Luoming Meng
Utility Maximization for Load Optimization in Cellular/WLAN Interworking Network Based on Generalized Benders Decomposition. Mob. Inf. Syst. 2016 (2016)
Ying Li, Fanqin Zhou, Lei Feng, Peng Yu, Wenjing Li
Energy efficient device-to-device clustering method in wireless communication network. ISCIT (2016)
Nan Xiang, Wenjing Li, Lei Feng, Fanqin Zhou, Peng Yu
Topology-aware based energy-saving mechanism in wireless cellular networks. IM (2015)
Fanqin Zhou, Lei Feng, Peng Yu, Wenjing Li
Energy-efficiency driven load balancing strategy in LTE-WiFi interworking heterogeneous networks. WCNC Workshops (2015)
Fanqin Zhou, Lei Feng, Peng Yu, Wenjing Li
A load balancing method in downlink LTE network based on load vector minimization. IM (2015)
Fanqin Zhou, Lei Feng, Peng Yu, Wenjing Li
A ripple form RSRP based algorithm for load balancing in downlink LTE self-optimizing network. APNOMS (2013)