Guoru Ding

8.7k citations

211 papers · 6.2k indexed · 4 hit papers · h-index 35

Impact in

Computer Networks and Communications top 0.2%
- Cognitive Radio Networks and Spectrum Sensing
- IoT and Edge/Fog Computing
- Distributed Sensor Networks and Detection Algorithms
Aerospace Engineering top 0.2%
- UAV Applications and Optimization

Papers in ⓘ

Computer Networks and Communications 121
- Cognitive Radio Networks and Spectrum Sensing 70
- Distributed Sensor Networks and Detection Algorithms 41
Computational Mathematics 2

Co-authors: Qihui Wu (69 shared papers)Jinlong Wang (35 shared papers)Yuhua Xu (6 shared papers)Junfei Qiu (5 shared papers)Yudong Yao (7 shared papers)Haichao Wang (37 shared papers)Shuo Feng (2 shared papers)Theodoros A. Tsiftsis (8 shared papers)
Journals: IEEE Access (22 papers)IEEE Transactions on Cognitive Communications and Networking (20 papers)IEEE Transactions on Vehicular Technology (13 papers)IEEE Internet of Things Journal (9 papers)IEEE Transactions on Wireless Communications (9 papers)
Partner nations: China United States United Kingdom

In The Last Decade

Guoru Ding

198 papers receiving 6.1k citations

Hit Papers

align trajectories log scale

An Amateur Drone Surveillance System Based on the Cognitive Internet of Things 2018 · 271 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2018 IEEE Communications Magazine
2017 IEEE Wireless Communications
2016 EURASIP Journal on Advances in Signal Processing
2014 IEEE Internet of Things Journal

Peers

Countries citing papers authored by Guoru Ding

Since Specialization

Citations

This map shows the geographic impact of Guoru Ding's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Guoru Ding with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Guoru Ding more than expected).

Fields of papers citing papers by Guoru Ding

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Guoru Ding. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Guoru Ding. The network helps show where Guoru Ding may publish in the future.

Co-authors

The 25 scholars most cited alongside Guoru Ding, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Guoru Ding Line = papers co-authored together Guoru Ding links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 211 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	A survey of machine learning for big data processing EURASIP Journal on Advances in Signal Processing ·Junfei Qiu, Qihui Wu, Guoru Ding, Yuhua Xu, Shuo Feng Hit paper breakdown →	2016	578
2	Intelligent 5G: When Cellular Networks Meet Artificial Intelligence IEEE Wireless Communications ·Rongpeng Li, Zhifeng Zhao, Xuan Zhou, Guoru Ding, Yan Chen, Zhongyao Wang, Honggang Zhang Hit paper breakdown →	2017	415
3	Cognitive Internet of Things: A New Paradigm Beyond Connection IEEE Internet of Things Journal ·Qihui Wu, Guoru Ding, Yuhua Xu, Shuo Feng, Zhiyong Du, Jinlong Wang, Keping Long Hit paper breakdown →	2014	408
4	An Amateur Drone Surveillance System Based on the Cognitive Internet of Things IEEE Communications Magazine ·Guoru Ding, Qihui Wu, Linyuan Zhang, Yun Lin, Theodoros A. Tsiftsis, Yudong Yao Hit paper breakdown →	2018	271
5	Spatial-Temporal Opportunity Detection for Spectrum-Heterogeneous Cognitive Radio Networks: Two-Dimensional Sensing IEEE Transactions on Wireless Communications ·Qihui Wu, Guoru Ding, Jinlong Wang, Yudong Yao	2013	187
6	Blockchain-Based Secure Spectrum Trading for Unmanned-Aerial-Vehicle-Assisted Cellular Networks: An Operator’s Perspective IEEE Internet of Things Journal ·Junfei Qiu, David Grace, Guoru Ding, Junnan Yao, Qihui Wu	2019	160
7	Resource Allocation for Energy Harvesting-Powered D2D Communication Underlaying UAV-Assisted Networks IEEE Transactions on Green Communications and Networking ·Haichao Wang, Jinlong Wang, Guoru Ding, Le Wang, Theodoros A. Tsiftsis, Prabhat Kumar Sharma	2017	160
8	Spectrum Sharing Planning for Full-Duplex UAV Relaying Systems With Underlaid D2D Communications IEEE Journal on Selected Areas in Communications ·Haichao Wang, Jinlong Wang, Guoru Ding, Jin Chen, Yuzhou Li, Zhu Han	2018	153
9	Spectrum Inference in Cognitive Radio Networks: Algorithms and Applications IEEE Communications Surveys & Tutorials ·Guoru Ding, Yutao Jiao, Jinlong Wang, Yulong Zou, Qihui Wu, Yudong Yao, Lajos Hanzo	2017	149
10	Kernel-Based Learning for Statistical Signal Processing in Cognitive Radio Networks: Theoretical Foundations, Example Applications, and Future Directions IEEE Signal Processing Magazine ·Guoru Ding, Qihui Wu, Yudong Yao, Jinlong Wang, Yingying Chen	2013	146
11	Power Control in UAV-Supported Ultra Dense Networks: Communications, Caching, and Energy Transfer IEEE Communications Magazine ·Haichao Wang, Guoru Ding, Feifei Gao, Jin Chen, Jinlong Wang, Le Wang	2018	139
12	Air-Ground Heterogeneous Networks for 5G and Beyond via Integrating High and Low Altitude Platforms IEEE Wireless Communications ·Junfei Qiu, David Grace, Guoru Ding, Muhammad D. Zakaria, Qihui Wu	2019	130
13	Dynamic Spectrum Interaction of UAV Flight Formation Communication With Priority: A Deep Reinforcement Learning Approach IEEE Transactions on Cognitive Communications and Networking ·Yun Lin, Meiyu Wang, Xianglong Zhou, Guoru Ding, Shiwen Mao	2020	123
14	On the limits of predictability in real-world radio spectrum state dynamics: from entropy theory to 5G spectrum sharing IEEE Communications Magazine ·Guoru Ding, Jinlong Wang, Qihui Wu, Yudong Yao, Rongpeng Li, Honggang Zhang, Yulong Zou	2015	120
15	Robust Spectrum Sensing With Crowd Sensors IEEE Transactions on Communications ·Guoru Ding, Jinlong Wang, Qihui Wu, Linyuan Zhang, Yulong Zou, Yudong Yao, Yingying Chen	2014	106
16	Two-Dimensional Direction-of-Arrival Estimation for Co-Prime Planar Arrays: A Partial Spectral Search Approach IEEE Sensors Journal ·Qihui Wu, Fenggang Sun, Peng Lan, Guoru Ding, Xiaofei Zhang	2016	105
17	Unmanned Aerial Vehicle-Aided Communications: Joint Transmit Power and Trajectory Optimization IEEE Wireless Communications Letters ·Haichao Wang, Guochun Ren, Jin Chen, Guoru Ding, Yijun Yang	2018	86
18	Completion Time Minimization With Path Planning for Fixed-Wing UAV Communications IEEE Transactions on Wireless Communications ·Haichao Wang, Jinlong Wang, Guoru Ding, Jin Chen, Feifei Gao, Zhu Han	2019	84
19	UAV-Based 3D Spectrum Sensing in Spectrum-Heterogeneous Networks IEEE Transactions on Vehicular Technology ·Feng Shen, Guoru Ding, Zheng Wang, Qihui Wu	2019	81
20	Spectrum Prediction Based on Taguchi Method in Deep Learning With Long Short-Term Memory IEEE Access ·Ling Yu, Jin Chen, Guoru Ding, Ya Tu, Jian Yang, Jiachen Sun	2018	80

About Guoru Ding

Guoru Ding is a scholar working on Computer Networks and Communications, Computational Mathematics, Aerospace Engineering, Signal Processing and Electrical and Electronic Engineering, having authored 211 papers that have together received 6.2k indexed citations. Recurring topics across this work include Cognitive Radio Networks and Spectrum Sensing (70 papers), Distributed Sensor Networks and Detection Algorithms (41 papers), UAV Applications and Optimization (40 papers), Advanced MIMO Systems Optimization (37 papers), Wireless Communication Security Techniques (32 papers), Wireless Signal Modulation Classification (23 papers), Sparse and Compressive Sensing Techniques (22 papers) and Advanced Wireless Communication Technologies (22 papers). The work is most often cited by research in Computer Networks and Communications (3.0k citations), Aerospace Engineering (2.3k citations), Computational Mathematics (43 citations), Signal Processing (712 citations) and Electrical and Electronic Engineering (3.0k citations). Guoru Ding has collaborated with scholars based in China, United States and United Kingdom. Frequent co-authors include Qihui Wu, Jinlong Wang, Yuhua Xu, Junfei Qiu, Yudong Yao, Haichao Wang, Shuo Feng, Theodoros A. Tsiftsis, Linyuan Zhang and Jin Chen. Their work appears in journals such as IEEE Access, IEEE Transactions on Cognitive Communications and Networking, IEEE Transactions on Vehicular Technology, IEEE Internet of Things Journal and IEEE Transactions on Wireless Communications.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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