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Computer Science

D-Index
41
Citations
8830
World Ranking
8711
National Ranking
1129

Overview

Guoru Ding is affiliated with Southeast University in China and has made significant contributions to the fields of engineering and computer science. The primary areas of their research include computer networks and communications, electrical and electronic engineering, aerospace engineering, artificial intelligence, and computer vision and pattern recognition.

Their work frequently focuses on topics such as UAV applications and optimization, wireless communication security techniques, wireless signal modulation classification, cognitive radio networks and spectrum sensing, sparse and compressive sensing techniques, advanced wireless communication technologies, and distributed sensor networks and detection algorithms.

Guoru Ding's research output includes numerous publications across respected venues, reflecting a presence in both theoretical and applied aspects of communication and networking technologies. Frequent publication venues where their work appears include:

  • IEEE Transactions on Cognitive Communications and Networking
  • IEEE Transactions on Vehicular Technology
  • IEEE Communications Letters
  • IEEE Internet of Things Journal
  • IEEE Transactions on Wireless Communications

Some of their recent papers include:

  • "Dynamic Spectrum Interaction of UAV Flight Formation Communication With Priority: A Deep Reinforcement Learning Approach," 2020, IEEE Transactions on Cognitive Communications and Networking
  • "Energy-Constrained Completion Time Minimization in UAV-Enabled Internet of Things," 2020, IEEE Internet of Things Journal
  • "Specific Emitter Identification With Limited Samples: A Model-Agnostic Meta-Learning Approach," 2021, IEEE Communications Letters
  • "3D Compressed Spectrum Mapping With Sampling Locations Optimization in Spectrum-Heterogeneous Environment," 2021, IEEE Transactions on Wireless Communications
  • "Sparse Bayesian Learning-Based Hierarchical Construction for 3D Radio Environment Maps Incorporating Channel Shadowing," 2024, IEEE Transactions on Wireless Communications

Guoru Ding collaborates extensively with several researchers in their field. Frequent co-authors include:

  • Yitao Xu
  • Haichao Wang
  • Jiangchun Gu
  • Daoxing Guo
  • Qihui Wu

Best Publications

  • A survey of machine learning for big data processing

    Junfei Qiu;Qihui Wu;Guoru Ding;Yuhua Xu

  • Cognitive Internet of Things: A New Paradigm Beyond Connection

    Qihui Wu;Guoru Ding;Yuhua Xu;Shuo Feng

  • Intelligent 5G: When Cellular Networks Meet Artificial Intelligence

    Rongpeng Li;Zhifeng Zhao;Xuan Zhou;Guoru Ding

  • An Amateur Drone Surveillance System Based on the Cognitive Internet of Things

    Guoru Ding;Qihui Wu;Linyuan Zhang;Yun Lin

  • Byzantine Attack and Defense in Cognitive Radio Networks: A Survey

    Linyuan Zhang;Guoru Ding;Qihui Wu;Yulong Zou

  • Spatial-Temporal Opportunity Detection for Spectrum-Heterogeneous Cognitive Radio Networks: Two-Dimensional Sensing

    Qihui Wu;Guoru Ding;Jinlong Wang;Yu-Dong Yao

  • Kernel-Based Learning for Statistical Signal Processing in Cognitive Radio Networks: Theoretical Foundations, Example Applications, and Future Directions

    Guoru Ding;Qihui Wu;Yu-Dong Yao;Jinlong Wang

  • Cellular-Base-Station-Assisted Device-to-Device Communications in TV White Space

    Guoru Ding;Jinlong Wang;Qihui Wu;Yu-Dong Yao

  • Spectrum Sharing Planning for Full-Duplex UAV Relaying Systems With Underlaid D2D Communications

    Haichao Wang;Jinlong Wang;Guoru Ding;Jin Chen

  • Spectrum Inference in Cognitive Radio Networks: Algorithms and Applications

    Guoru Ding;Yutao Jiao;Jinlong Wang;Yulong Zou

  • Resource Allocation for Energy Harvesting-Powered D2D Communication Underlaying UAV-Assisted Networks

    Haichao Wang;Jinlong Wang;Guoru Ding;Le Wang

  • Power Control in UAV-Supported Ultra Dense Networks: Communications, Caching, and Energy Transfer

    Haichao Wang;Guoru Ding;Feifei Gao;Jin Chen

  • Blockchain-Based Secure Spectrum Trading for Unmanned-Aerial-Vehicle-Assisted Cellular Networks: An Operator’s Perspective

    Junfei Qiu;David Grace;Guoru Ding;Junnan Yao

  • Dynamic Spectrum Interaction of UAV Flight Formation Communication With Priority: A Deep Reinforcement Learning Approach

    Yun Lin;Meiyu Wang;Xianglong Zhou;Guoru Ding

  • Robust Spectrum Sensing With Crowd Sensors

    Guoru Ding;Jinlong Wang;Qihui Wu;Linyuan Zhang

  • On the limits of predictability in real-world radio spectrum state dynamics: from entropy theory to 5G spectrum sharing

    Guoru Ding;Jinlong Wang;Qihui Wu;Yu-Dong Yao

  • Air-Ground Heterogeneous Networks for 5G and Beyond via Integrating High and Low Altitude Platforms

    Junfei Qiu;David Grace;Guoru Ding;Muhammad D. Zakaria

  • Two-Dimensional Direction-of-Arrival Estimation for Co-Prime Planar Arrays: A Partial Spectral Search Approach

    Qihui Wu;Fenggang Sun;Peng Lan;Guoru Ding

  • Unmanned Aerial Vehicle-Aided Communications: Joint Transmit Power and Trajectory Optimization

    Haichao Wang;Guochun Ren;Jin Chen;Guoru Ding

  • Spectrum Prediction Based on Taguchi Method in Deep Learning With Long Short-Term Memory

    Ling Yu;Jin Chen;Guoru Ding;Ya Tu

  • Spectrum Sensing in Opportunity-Heterogeneous Cognitive Sensor Networks: How to Cooperate?

    Guoru Ding;Jinlong Wang;Qihui Wu;Fei Song

  • UAV-Based 3D Spectrum Sensing in Spectrum-Heterogeneous Networks

    Feng Shen;Guoru Ding;Zheng Wang;Qihui Wu

  • An Amateur Drone Surveillance System Based on Cognitive Internet of Things

    Guoru Ding;Qihui Wu;Linyuan Zhang;Yun Lin

Frequent Co-Authors

Qihui Wu
Qihui Wu Nanjing University of Aeronautics and Astronautics
Theodoros A. Tsiftsis
Theodoros A. Tsiftsis University Of Thessaly
Zhu Han
Zhu Han University of Houston
Yuhua Xu
Yuhua Xu Nanjing University of Posts and Telecommunications
Yu-Dong Yao
Yu-Dong Yao Stevens Institute of Technology
Yulong Zou
Yulong Zou Nanjing University of Posts and Telecommunications
Feifei Gao
Feifei Gao Tsinghua University
Yingying Chen
Yingying Chen Rutgers, The State University of New Jersey
Yun Lin
Yun Lin Harbin Engineering University
Lajos Hanzo
Lajos Hanzo University of Southampton

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