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吴

吴启晖 (Qihui Wu)

Nanjing University of Aeronautics and Astronautics

31H-index
246Paper Count
3.3KCitation Count
Published Papers 280
Publication Date
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NLOS-Robust Specific Emitter Identification via RF and Background Feature Fusion for IoT Networks
errIEEE Internet of Things Journal
IF8.9
err2026-10-12
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PREAI
errZhipeng Lin; Yunhong He; Qixuan Zhang; Songtao Gao; Huanyu Xie; Qiuming Zhu; Tiejun Lv; Qihui Wu
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Lightweight Memory Network for Drone Type RF Fingerprint Identification in Dynamic Environments
errIEEE Transactions on Information Forensics and Security
IF8
err2026-09-17
err0
PREAI
errFeifei Zhu; Fuhui Zhou; Qihui Wu
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User Demand Prediction–Enhanced Cascaded Deep Reinforcement Learning for Resource Allocation in 6G Wireless Communications
errIEEE Transactions on Communications
IF8.3
err2026-09-16
err0
errOAAI
errLu Yuan; Yuhang Wu; Ran Tu; Fuhui Zhou; Liang Yang; Xiangyang Duan; Qihui Wu
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Uncertainty-Aware GP Bayesian Optimization for UAV-Based Closed-Loop RSSD Interference Localization
errIEEE Wireless Communications Letters
IF5.5
err2026-08-12
err0
PREAI
errGuochen Gu; Zhipeng Lin; Yiran Chen; Qiuming Zhu; Jianfeng Li; Yang Huang; Ziye Jia; Qihui Wu
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Predictive and Adaptive Semantic Communication for QoE Optimization in Multi-UAV Networks
errIEEE Wireless Communications Letters
IF5.5
err2026-07-21
err0
PREAI
errYuxin Yang; Wei Wu; Fuhui Zhou; Zhaohui Yang; Han Hu; Feng Tian; Qihui Wu
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Dynamic Spectrum Aggregation and Resource Allocation for Embodied-Enhanced Cognitive UAV Networks Using Hybrid Action Space DRL
errIEEE Transactions on Cognitive Communications and Networking
IF7
err2026-07-03
err0
PREAI
errYihe Diao; Rui Ding; Zhijie Zeng; Fuhui Zhou; Qihui Wu
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Networked Embodied Intelligence for Low-Altitude Intelligent Network: Paradigm and Architecture
errIEEE Internet of Things Journal
IF8.9
err2026-05-27
err0
PREAI
errChao Dong; Bo Chen; Wei Wang; Hongtao Liang; Jiahao You; Fuhui Zhou; Haipeng Dai; Qihui Wu
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SIM-Empowered LAINs: A Unified Channel Model-Driven Optimization Framework
errIEEE Wireless Communications
IF11.5
err2026-05-14
err0
PREAI
errZhangfeng Ma; Yushen Lin; Boyu Hua; Kai Mao; Linzhou Zeng; Zhuxian Lian; Qiuming Zhu; Qihui Wu
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A Blockchain-Based Trust Framework for Resilient Cross-Domain UAV Service Orchestration
errIEEE Communications Magazine
IF8.2
err2026-05-01
err0
PREAI
errWu, Yao; Jia, Ziye; Zhao, Jingjing; Wang, Haoyang; Wu, Qihui; Han, Zhu
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Hierarchical Observe-Orient-Decide-Act Enabled UAV Swarms in Uncertain Environments: Frameworks, Potentials, and Challenges
errIEEE Network
IF6.3
err2026-03-19
err0
PREAI
errZiye Jia; Yao Wu; Qihui Wu; Lijun He; Qiuming Zhu; Fuhui Zhou; Zhu Han
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Optimization-Driven DRL for Resource Allocation Under Licensed and Unlicensed UAV Spectrum Sharing Networks Against Uncertain Jamming
errIEEE Transactions on Mobile Computing
IF9.2
err2026-03-19
err0
PREAI
errRui Ding; Fuhui Zhou; Qihui Wu; Kai-Kit Wong; Naofal Al-Dhahir
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Open-Set Recognition of Communication Jamming Using Raw I/Q Data With Domain Adaptation
errIEEE Transactions on Communications
IF8.3
err2026-03-18
err0
PREAI
errJiahao Li; Ziming Du; Bo Zhou; Wei Wang; Qihui Wu; Walid Saad
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Joint Direct Positioning Determination via Spatial and Spectral Fusion of Signals of Opportunity From LEO Satellites by Using Sensor Array
errIEEE Sensors Journal
IF4.5
err2026-03-12
err0
PREAI
errMeng Sun; Maoxiang Quan; Dongqi Shi; Jingjing Pan; Xiaofei Zhang; Yide Wang; Guangxia Li; H. C. So; Qihui Wu
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RLC3-LPI: A Reinforcement Learning-Based Multi-UAV Cooperative Communication Coverage Algorithm With Low Interception Probability
errIEEE Open Journal of Vehicular Technology
IF4.8
err2026-03-02
err0
errOAAI
errShihong Zhao; Furong Yang; Qihui Wu; Fangwei Ye; Lijuan Zhang
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errSave
Blockchain-Enabled Routing for Zero-Trust Low-Altitude Intelligent Networks
errIEEE Journal on Selected Areas in Communications
IF17.2
err2026-03-02
err0
PREAI
errZiye Jia; Sijie He; Ligang Yuan; Fuhui Zhou; Qihui Wu; Zhu Han; Dusit Niyato
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Joint Trajectory Planning and Channel Selection for AoI Minimization in Multi-UAV-Assisted IoT Networks
errIEEE Transactions on Wireless Communications
IF10.7
err2026-02-03
err0
PREAI
errZhuo Lu; Qihui Wu; Ziye Jia; Chen Fei; Jianzhao Zhang; Fuhui Zhou; Kai-Kit Wong
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Latent Learning-Based Intelligent Resource Allocation for Dynamic Spectrum-Sharing Networks
errIEEE Transactions on Wireless Communications
IF10.7
err2026-02-03
err0
PREAI
errLu Yuan; Dongfang Xu; Fuhui Zhou; Qihui Wu; Rose Qingyang Hu
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Knowledge-Driven 3D Semantic Spectrum Map: KE-VQ-Transformer-Based AAV Semantic Communication and Map Completion
errIEEE Transactions on Cognitive Communications and Networking
IF7
err2026-01-01
err0
PREAI
errWei Wu; Lingyi Wang; Fuhui Zhou; Zhaohui Yang; Qihui Wu
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Hierarchical Task Offloading and Trajectory Optimization in Low-Altitude Intelligent Networks via Auction and Diffusion-Based MARL
errIEEE Transactions on Cognitive Communications and Networking
IF7
err2026-01-01
err0
PREAI
errJiahao You; Ziye Jia; Can Cui; Chao Dong; Qihui Wu; Zhu Han
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Adaptive Beam Alignment for UAV Free-Space Optical Communications With Low-Altitude Dynamics Consideration
errIEEE Communications Letters
IF4.4
err2026-01-01
err0
PREAI
errWanting Wang; Simeng Feng; Chenyan Gao; Jinchao Qin; Baolong Li; Chao Dong; Qihui Wu
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Research Directions

主要围绕认知科学与应用认知信息论天地一体化智能信息网络电磁空间频谱认知智能管控无人机认知集群展开研究，具体研究点包括：认知无线网络认知物联网大规模阵列信号处理大数据挖掘博弈理论方法优化理论方法机器学习深度学习强化学习在线学习统计学习迁移学习生成对抗网络学习联邦学习认知学习认知抗干扰协议认知波束通信无人机认知通信认知雷达通信一体智能多媒体信息处理等方向 认知理论方法智能频谱管控无人机通信
Co-authors
Cooperation Journals
张磊 cover
张磊 (Lei Zhang)
H-index: 145 · Papers: 1.7K
Z
Zhu Han
H-index: 135 · Papers: 3.7K
G
George F. Gao
H-index: 135 · Papers: 1.2K
D
Dusit Niyato
H-index: 134 · Papers: 2.8K
A
Athanasios V. Vasilakos
H-index: 132 · Papers: 1.1K
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