Qihui Wu

1. Applications of Multi-Agent Reinforcement Learning in Future Internet: A Comprehensive Survey
   2021/10/26 by Tianxu Li, Li, Tianxu, Kun Zhu +11 · 8 citations
   Computer Science · Engineering · #Advanced MIMO Systems Optimization #Artificial Intelligence (cs.AI) #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Opportunistic and Delay-Tolerant Networks
2. Sparse Bayesian Learning-Based Hierarchical Construction for 3D Radio Environment Maps Incorporating Channel Shadowing
   2024/03/13 by Jie Wang, Jie, Wang, Qiuming, Zhu +10 · 12 citations
   Computer Science · Engineering · #Speech and Audio Processing #Millimeter-Wave Propagation and Modeling #Advanced Data Compression Techniques
3. Hierarchical Aerial Computing for Internet of Things via Cooperation of HAPs and UAVs
   2022/02/12 by Ziye Jia, Qihui Wu, Jia, Ziye +7 · 7 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Electrical engineering #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #UAV Applications and Optimization #electronic engineering #information engineering
4. Cooperative Cognitive Dynamic System in UAV Swarms: Reconfigurable Mechanism and Framework
   2024/05/18 by Ziye Jia, Jiahao You, Jia, Ziye +11 · 12 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cognitive Science and Mapping #Distributed #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
5. Beam Tracking for UAV Mounted SatCom on-the-Move with Massive Antenna Array
   2017/09/23 by Jianwei Zhao, Zhao, Jianwei, Feifei Gao +9 · 2 citations
   Engineering · #Satellite Communication Systems #UAV Applications and Optimization #Antenna Design and Optimization
6. Service Function Chain Dynamic Scheduling in Space-Air-Ground Integrated Networks
   2025/02/15 by Ziye Jia, Yilu Cao, Jia, Ziye +11 · 11 citations
   Computer Science · Engineering · #Advanced Wireless Network Optimization #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Satellite Communication Systems
7. Resilient UAV Swarm Communications with Graph Convolutional Neural Network
   2021/06/30 by Zhiyu Mou, Feifei Gao, Mou, Zhiyu +5 · 2 citations
   Computer Science · Engineering · #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #UAV Applications and Optimization #Video Surveillance and Tracking Methods #electronic engineering #information engineering
8. Cognitive Semantic Communication Systems Driven by Knowledge Graph: Principle, Implementation, and Performance Evaluation
   2023/03/15 by Fuhui Zhou, Zhou, Fuhui, Yihao Li +11 · 3 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Cognitive Computing and Networks #Cognitive Science and Mapping #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices
9. Three-Dimension Collision-Free Trajectory Planning of UAVs Based on ADS-B Information in Low-Altitude Urban Airspace
   2024/04/29 by Chao Dong, Dong, Chao, Yifan Zhang +9 · 4 citations
   Computer Science · Engineering · #Aerospace Engineering and Control Systems #Air Traffic Management and Optimization #FOS: Electrical engineering #Robotic Path Planning Algorithms #Systems and Control (eess.SY) #electronic engineering #information engineering
10. Anti-jamming Communications Using Spectrum Waterfall: A Deep Reinforcement Learning Approach
    2017/10/13 by Xin Liu, Yuhua Xu, Liu, Xin +7 · 1 citation
    Computer Science · Engineering · #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Guidance and Control Systems #Information Theory (cs.IT) #Security in Wireless Sensor Networks
11. Green Deep Reinforcement Learning for Radio Resource Management: Architecture, Algorithm Compression and Challenge
    2019/10/11 by Zhiyong Du, Du, Zhiyong, Yansha Deng +7 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #Artificial Intelligence (cs.AI) #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
12. Spatially Correlated Massive MIMO Relay Systems with Low-Resolution ADCs
    2020/04/16 by Peihao Dong, Hua Zhang, Dong, Peihao +5 · 1 citation
    Engineering · Computer Science · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #Full-Duplex Wireless Communications
13. An Edge Computing Paradigm for Massive IoT Connectivity over High-Altitude Platform Networks
    2021/06/25 by Malong Ke, Ke, Malong, Zhen Gao +11 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #Opportunistic and Delay-Tolerant Networks #Signal Processing (eess.SP) #UAV Applications and Optimization #electronic engineering #information engineering
14. Generative AI-Enhanced Cooperative MEC of UAVs and Ground Stations for Unmanned Surface Vehicles
    2025/02/12 by Jiahao You, You, Jiahao, Ziye Jia +7 · 4 citations
    Engineering · #Artificial Intelligence (cs.AI) #Digital Transformation in Industry #FOS: Computer and information sciences #Robotics (cs.RO) #Robotics and Automated Systems
15. In-Situ Calibration of Antenna Arrays for Positioning With 5G Networks
    2023/03/08 by Mengguan Pan, Shengheng Liu, Pan, Mengguan +13 · 1 citation
    Computer Science · Engineering · #Direction-of-Arrival Estimation Techniques #Antenna Design and Optimization #GNSS positioning and interference
16. SpectrumFM: A Foundation Model for Intelligent Spectrum Management
    2025/05/02 by Fuhui Zhou, Zhou, Fuhui, Chunyu Liu +11 · 4 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Cognitive Radio Networks and Spectrum Sensing #FOS: Computer and information sciences #FOS: Electrical engineering #PAPR reduction in OFDM #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
17. The Potential of LEO Satellites in 6G Space-Air-Ground Enabled Access Networks
    2023/07/01 by Ziye Jia, Jia, Ziye, Chao Dong +5 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Satellite Communication Systems #Signal Processing (eess.SP) #Space Satellite Systems and Control #electronic engineering #information engineering
18. Hybrid Hierarchical DRL Enabled Resource Allocation for Secure Transmission in Multi-IRS-Assisted Sensing-Enhanced Spectrum Sharing Networks
    2023/12/02 by Lingyi Wang, Wei Wu, Wang, Lingyi +9 · 1 citation
    Engineering · #Advanced Wireless Communication Technologies #Antenna Design and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Satellite Communication Systems #Signal Processing (eess.SP) #electronic engineering #information engineering
19. 3D Spectrum Mapping and Reconstruction under Multi-Radiation Source Scenarios
    2024/03/13 by Jie Wang, Jie, Wang, Zhipeng, Lin +11 · 1 citation
    Medicine · Physics and Astronomy · #Advanced MRI Techniques and Applications #Advanced X-ray Imaging Techniques #FOS: Electrical engineering #Medical Imaging Techniques and Applications #Signal Processing (eess.SP) #electronic engineering #information engineering
20. Computation Offloading for Uncertain Marine Tasks by Cooperation of UAVs and Vessels
    2023/02/13 by Jiahao You, Ziye Jia, You, Jiahao +9 · 2 citations
    Computer Science · Engineering · #68-06 #Artificial Intelligence (cs.AI) #C.2.1 #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Satellite Communication Systems #UAV Applications and Optimization
21. Knowledge Graph Driven UAV Cognitive Semantic Communication Systems for Efficient Object Detection
    2024/01/25 by Xi Song, Song, Xi, Lü Yuan +11 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #FOS: Electrical engineering #Signal Processing (eess.SP) #UAV Applications and Optimization #Visual Attention and Saliency Detection #electronic engineering #information engineering
22. Routing Recovery for UAV Networks with Deliberate Attacks: A Reinforcement Learning based Approach
    2023/08/14 by Sijie He, Ziye Jia, He, Sijie +10 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Security in Wireless Sensor Networks #UAV Applications and Optimization
23. Intracellular TRPA1 mediates Ca2+ release from lysosomes in dorsal root ganglion neurons
    2016/10/31 by Shujiang Shang, Feipeng Zhu, Bin Liu +24 · 25 citations
    Neuroscience · Agricultural and Biological Sciences · #Ion Channels and Receptors #Neurobiology and Insect Physiology Research #Plant and Biological Electrophysiology Studies
24. Deep Learning for Spectrum Prediction in Cognitive Radio Networks:\n State-of-the-Art, New Opportunities, and Challenges
    2024/12/12 by Guangliang Pan, Pan, Guangliang, David K. Y. Yau +5 · 2 citations
    Computer Science · Engineering · #Cognitive Radio Networks and Spectrum Sensing #Wireless Signal Modulation Classification #Telecommunications and Broadcasting Technologies
25. Edge Semantic Cognitive Intelligence for 6G Networks: Novel Theoretical Models, Enabling Framework, and Typical Applications
    2022/05/24 by Peihao Dong, Dong, Peihao, Qihui Wu +5 · 1 citation
    Computer Science · Engineering · #Big Data and Digital Economy #Cognitive Computing and Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Robotics and Automated Systems #Signal Processing (eess.SP) #electronic engineering #information engineering
26. UAV Swarm Deployment and Trajectory for 3D Area Coverage via Reinforcement Learning
    2023/09/21 by Jia He, Ziye Jia, He, Jia +9 · 1 citation
    Computer Science · Engineering · #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #UAV Applications and Optimization #electronic engineering #information engineering
27. Radio Map Updating from Streaming Spectrum Measurements via Memory-Based Online Gaussian Processes
    2026/07/20 by Yuanyuan Deng, Bo Zhou, Tian Chen +5
    #eess.SP #cs.IT #math.IT