Personalized Federated Learning-Based Frequency Selection Over HF Space-Ground Integrated Networks. - Lin, Fandi; Chen, Jin; Ding, Guoru; Jiao, Yutao; Xu, Yifan (IEEE Commun. Mag., 2025)

Semi-Supervised Domain Adaptation for Automatic Modulation Recognition in Unseen Scenarios. - Zhang, Maomao; Wei, Guofeng; Tang, Peng; Ni, Xue; Ding, Guoru; Wang, Huali (IEEE Trans. Cogn. Commun. Netw., 2025)

Grouping Enhanced Cooperative Covert Communications in RIS-Aided Multi-User Systems. - Lin, Shengbin; Ding, Guoru; Wang, Haichao; Xu, Yitao (IEEE Trans. Commun., 2025)

Tradeoff Between Communication and Sensing: A Blockchain Perspective. - Yang, Ning; Jiao, Yutao; Liu, Yuan; Guo, Daoxing; Zhang, Bangning; Ding, Guoru (IEEE Trans. Veh. Technol., 2025)

UAV-Enabled Multi-User Covert Communications Against Active Flying and Ground Wardens. - Wei, Jianyu; Guo, Yan; Wang, Haichao; Ding, Guoru; Lei, Binghan (IEEE Trans. Veh. Technol., 2025)

Spectrum Prediction With Deep 3D Pyramid Vision Transformer Learning. - Pan, Guangliang; Wu, Qihui; Zhou, Bo; Li, Jie; Wang, Wei; Ding, Guoru; Yau, David K. Y. (IEEE Trans. Wirel. Commun., 2025)

Proof of Reputation: A Blockchain-Based Countermeasure to Defend Against Massive SSDF in Cognitive Radio Networks. - Yang, Ning; Jiang, Hao; Guo, Daoxing; Liu, Yuan; Ding, Guoru; Chen, Zhen; Yang, Zhaohui (IEEE Commun. Lett., 2024)

Dynamic Graph Temporal-Frequency Dual-Channel Network for Multi-Band Spectrum Prediction. - Guo, Xing; Xu, Yitao; Sun, Jiachen; Ding, Guoru; Lin, Fandi; Song, Yehui (IEEE Commun. Lett., 2024)

Relay-Assisted Finite Blocklength Covert Communications for Internet of Things. - Wang, Bohang; Zhang, Yunyang; Xu, Rui; Jiang, Siqi; Liu, Aijun; Ding, Guoru; Liang, Xiaohu (IEEE Internet Things J., 2024)

Multi-Channel Lightweight Contrast Prediction Coding for Features Extraction of Radar Emitter Signals. - Zhang, Junning; Wei, Zhanyang; Ding, Guoru; Liang, Junli; Zhang, Zefeng (Neural Process. Lett., 2024)

Spectrum Recommendation in Cognitive Internet of Things: A Knowledge-Graph-Based Framework. - Sun, Jiachen; Chen, Jin; Ding, Guoru; Lin, Fandi; Song, Yehui (IEEE Trans. Cogn. Commun. Netw., 2024)

Joint Precoding Design and Location Optimization in Joint Communication, Sensing and Computing of UAV Systems. - Liu, Yuan; Zhang, Bangning; Guo, Daoxing; Wang, Haichao; Ding, Guoru (IEEE Trans. Cogn. Commun. Netw., 2024)

Cooperative Sensing of Non-Cooperative Beam Signals. - Song, Xieda; Ding, Guoru; Xu, Yitao; Wang, Haichao; Gu, Jiangchun; Liu, Yuan (IEEE Trans. Cogn. Commun. Netw., 2024)

Open Set Domain Adaptation for Automatic Modulation Classification in Dynamic Communication Environments. - Zhang, Maomao; Tang, Peng; Wei, Guofeng; Ni, Xue; Ding, Guoru; Wang, Huali (IEEE Trans. Cogn. Commun. Netw., 2024)

Causal Learning for Robust Specific Emitter Identification Over Unknown Channel Statistics. - Tang, Peng; Ding, Guoru; Xu, Yitao; Jiao, Yutao; Song, Yehui; Wei, Guofeng (IEEE Trans. Inf. Forensics Secur., 2024)

Adaptive Decomposition and Extraction Network of Individual Fingerprint Features for Specific Emitter Identification. - Zhang, Junning; Liu, Yicen; Ding, Guoru; Tang, Bo; Chen, Yanlong (IEEE Trans. Inf. Forensics Secur., 2024)

Sensing Assisted Integrated Communication and Jamming Systems With RSMA for Dynamic Suspicious Communications. - Gu, Jiangchun; Ding, Guoru; Wang, Haichao; Xu, Yitao (IEEE Trans. Veh. Technol., 2024)

A Game Theoretical Anti-Jamming Beamforming Approach for Integrated Sensing and Communications Systems. - Liu, Yuan; Zhang, Bangning; Guo, Daoxing; Wang, Haichao; Ding, Guoru; Yang, Ning; Gu, Jiangchun (IEEE Trans. Veh. Technol., 2024)

Multi-Agent Probabilistic Ensembles With Trajectory Sampling for Connected Autonomous Vehicles. - Wen, Ruoqi; Huang, Jiahao; Li, Rongpeng; Ding, Guoru; Zhao, Zhifeng (IEEE Trans. Veh. Technol., 2024)

Multi-Antenna Covert Communication Assisted by UAV-RIS With Imperfect CSI. - Lin, Shengbin; Xu, Yitao; Wang, Haichao; Ding, Guoru (IEEE Trans. Wirel. Commun., 2024)

Sparse Bayesian Learning-Based Hierarchical Construction for 3D Radio Environment Maps Incorporating Channel Shadowing. - Wang, Jie; Zhu, Qiuming; Lin, Zhipeng; Chen, Junting; Ding, Guoru; Wu, Qihui; Gu, Guochen; Gao, Xiqi (IEEE Trans. Wirel. Commun., 2024)

MetaRadio: Bridging Wireless Communications Between Real and Virtual Spaces. - Wei, Guofeng; Jiao, Yutao; Ding, Guoru; Xu, Yitao; Zhang, Bangning; Guo, Daoxing (IEEE Commun. Mag., 2023)

Time-Variant Spectrum Mapping via Reduced Basis Representation and Greedy Sampling Locations Optimization. - Shen, Feng; Ding, Guoru; Wu, Qihui (IEEE Commun. Lett., 2023)

Lightweight Blockchain-Based Secure Spectrum Sharing in Space-Air-Ground-Integrated IoT Network. - Yang, Ning; Guo, Daoxing; Jiao, Yutao; Ding, Guoru; Qu, Ting (IEEE Internet Things J., 2023)

Cooperative Beamforming for Antieavesdropping Communications Systems. - Li, Yan; Ding, Guoru; Wang, Haichao; You, Li; Xu, Yitao (IEEE Syst. J., 2023)

AoI-Based Temporal Attention Graph Neural Network for Popularity Prediction and Content Caching. - Zhu, Jianhang; Li, Rongpeng; Ding, Guoru; Wang, Chan; Wu, Jianjun; Zhao, Zhifeng; Zhang, Honggang (IEEE Trans. Cogn. Commun. Netw., 2023)

Deep Stacked Autoencoder-Based Long-Term Spectrum Prediction Using Real-World Data. - Pan, Guangliang; Wu, Qihui; Ding, Guoru; Wang, Wei; Li, Jie; Xu, Fuyuan; Zhou, Bo (IEEE Trans. Cogn. Commun. Netw., 2023)

Age of Information for Short-Packet Relay Communications in Cognitive-Radio-Based Internet of Things With Outdated Channel State Information. - Chen, Yong; Cai, Yueming; Ding, Guoru; Yu, Baoquan; Xu, Chenglong (IEEE Trans. Cogn. Commun. Netw., 2023)

SOC Algorithm-Based Framework for Spectrum Occupancy Completion. - Li, Hongyu; Li, Jie; Shen, Feng; Ding, Guoru; Wu, Qihui (IEEE Trans. Cogn. Commun. Netw., 2023)

An Efficient Heterogeneous Edge-Cloud Learning Framework for Spectrum Data Compression. - Wu, Guangyu; Zhou, Fuhui; Ding, Guoru; Wu, Qihui; Li, Xiang-Yang (IEEE Trans. Mob. Comput., 2023)

Cooperative Multistation Secure Transmission in HF Skywave Massive MIMO Communications for Wide-Area IoT Applications. - Li, Yan; Ding, Guoru; Wang, Haichao; You, Li; Yu, Xianglong (IEEE Trans. Reliab., 2023)

Compressed Wideband Spectrum Mapping in 3D Spectrum-Heterogeneous Environment. - Shen, Feng; Ding, Guoru; Wu, Qihui; Wang, Zheng (IEEE Trans. Veh. Technol., 2023)

Robust Beamforming for Sensing Assisted Integrated Communication and Jamming Systems. - Gu, Jiangchun; Ding, Guoru; Wang, Haichao; Xu, Yitao (IEEE Trans. Veh. Technol., 2023)

Secure Multicast Communications via RIS Against Eavesdropping and Jamming With Imperfect CSI. - Lin, Shengbin; Xu, Yitao; Wang, Haichao; Gu, Jiangchun; Liu, Jiteng; Ding, Guoru (IEEE Trans. Veh. Technol., 2023)

UAV Anti-Jamming Communications With Power and Mobility Control. - Wang, Haichao; Ding, Guoru; Chen, Jin; Zou, Yulong; Gao, Feifei (IEEE Trans. Wirel. Commun., 2023)

An Autoformer-CSA Approach for Long-Term Spectrum Prediction. - Pan, Guangliang; Wu, Qihui; Ding, Guoru; Wang, Wei; Li, Jie; Zhou, Bo (IEEE Wirel. Commun. Lett., 2023)

Multi-Agent Probabilistic Ensembles with Trajectory Sampling for Connected Autonomous Vehicles. - Wen, Ruoqi; Huang, Jiahao; Li, Rongpeng; Ding, Guoru; Zhao, Zhifeng (CoRR, 2023)

Specific Emitter Identification With Limited Samples: A Model-Agnostic Meta-Learning Approach. - Yang, Ning; Zhang, Bangning; Ding, Guoru; Wei, Yimin; Wei, Guofeng; Wang, Jian; Guo, Daoxing (IEEE Commun. Lett., 2022)

Finite Blocklength Covert Communications in Interweave Cognitive Radio Networks. - Xu, Rui; Guo, Daoxing; Zhang, Bangning; Ding, Guoru (IEEE Commun. Lett., 2022)

BCC: Blockchain-Based Collaborative Crowdsensing in Autonomous Vehicular Networks. - Hui, Yilong; Huang, Yuanhao; Su, Zhou; Luan, Tom H.; Cheng, Nan; Xiao, Xiao; Ding, Guoru (IEEE Internet Things J., 2022)

Deep Learning Empowered MAC Protocol Identification With Squeeze-and-Excitation Networks. - Zhang, Xutong; Ding, Guoru; Li, Jie; Wang, Wei; Wu, Qihui (IEEE Trans. Cogn. Commun. Netw., 2022)

Topology Sensing of Non-Collaborative Wireless Networks With Conditional Granger Causality. - Liu, Zitong; Wang, Wei; Ding, Guoru; Wu, Qihui; Wang, Xianbin (IEEE Trans. Netw. Sci. Eng., 2022)

Finite Blocklength Covert Communications: When the Warden Wants to Detect the Communications Quickly. - Xu, Rui; Zhang, Bangning; Guo, Daoxing; Wang, Haichao; Ding, Guoru (IEEE Trans. Veh. Technol., 2022)

3D Compressed Spectrum Mapping With Sampling Locations Optimization in Spectrum-Heterogeneous Environment. - Shen, Feng; Wang, Zheng; Ding, Guoru; Li, Kezhi; Wu, Qihui (IEEE Trans. Wirel. Commun., 2022)

HF Skywave Massive MIMO Communication. - Yu, Xianglong; Lu, An-An; Gao, Xiqi; Li, Geoffrey Ye; Ding, Guoru; Wang, Cheng-Xiang (IEEE Trans. Wirel. Commun., 2022)

Efficient Remote Compressed Spectrum Mapping in 3-D Spectrum-Heterogeneous Environment With Inaccessible Areas. - Shen, Feng; Ding, Guoru; Wu, Qihui (IEEE Wirel. Commun. Lett., 2022)

Throughput Maximization in IRS-Aided Simultaneous Communication and Jamming System. - Peng, Ling; Xu, Yitao; Wang, Haichao; Gu, Jiangchun; Ding, Guoru (2022)

Edge Semantic Cognitive Intelligence for 6G Networks: Models, Framework, and Applications. - Dong, Peihao; Wu, Qihui; Zhang, Xiaofei; Ding, Guoru (CoRR, 2022)

AoI-based Temporal Attention Graph Neural Network for Popularity Prediction and Content Caching. - Zhu, Jianhang; Li, Rongpeng; Ding, Guoru; Wang, Chan; Wu, Jianjun; Zhao, Zhifeng; Zhang, Honggang (CoRR, 2022)

Correlated Equilibrium Based Distributed Power Control in Cognitive Satellite-Terrestrial Networks. - Chen, Zhuyun; Zhao, Bing; An, Kang; Ding, Guoru; Zhang, Xiaokai; Xu, Jiahui; Guo, Daoxing (IEEE Commun. Lett., 2021)

A Game-Theoretical Learning Approach for Spectrum Trading in Cognitive Satellite-Terrestrial Networks. - Wang, Jili; Zhang, Bangning; Zhao, Bing; Ding, Guoru; Guo, Daoxing (IEEE Commun. Lett., 2021)

Outage-Constrained Robust Multigroup Multicast Beamforming for Satellite-Based Internet of Things Coexisting With Terrestrial Networks. - Yan, Yan; An, Kang; Zhang, Bangning; Zhu, Wei-Ping; Ding, Guoru; Guo, Daoxing (IEEE Internet Things J., 2021)

UAV-Assisted Three-Dimensional Spectrum Mapping Driven by Spectrum Data and Channel Model. - Du, Xiaofu; Zhu, Qiuming; Ding, Guoru; Li, Jie; Wu, Qihui; Lan, Tianxu; Lin, Zhipeng; Zhong, Weizhi; Han, Lu (Symmetry, 2021)

IEEE TCCN Special Section Editorial: Machine Learning and Artificial Intelligence for the Physical Layer. - Jiang, Chunxiao; Ding, Guoru; Gamal, Aly El; Zanella, Andrea; Holland, Oliver; O'Shea, Tim (IEEE Trans. Cogn. Commun. Netw., 2021)

Cooperative Topology Sensing of Wireless Networks With Distributed Sensors. - Liu, Zitong; Ding, Guoru; Wang, Zheng; Zheng, Shilian; Sun, Jiachen; Wu, Qihui (IEEE Trans. Cogn. Commun. Netw., 2021)

Radio Environment Map Construction Based on Spatial Statistics and Bayesian Hierarchical Model. - Xu, Yi-Qun; Zhang, Bangning; Ding, Guoru; Zhao, Bing; Li, Shengnan; Guo, Daoxing (IEEE Trans. Cogn. Commun. Netw., 2021)

Spectrum Sensing Under Illegal Spectrum Access Behaviors in Multiple Authorized Users Scenario. - Fang, Hao; Zhang, Tao; Zhang, Linyuan; Wu, Hao; Ding, Guoru; Cai, Yueming (IEEE Trans. Cogn. Commun. Netw., 2021)

An Edge Computing Paradigm for Massive IoT Connectivity Over High-Altitude Platform Networks. - Ke, Malong; Gao, Zhen; Huang, Yang; Ding, Guoru; Ng, Derrick Wing Kwan; Wu, Qihui; Zhang, Jun (IEEE Wirel. Commun., 2021)

Finite Blocklength Covert Communications With Random Selection of Channel Use. - Xu, Rui; Guo, Daoxing; Zhang, Bangning; Ding, Guoru (IEEE Wirel. Commun. Lett., 2021)

Massive MIMO Communication Over HF Skywave Channels. - Yu, Xianglong; Lu, An-An; Gao, Xiqi; Li, Geoffrey Ye; Ding, Guoru; Wang, Cheng-Xiang (2021)

Chaotic Frequency Hopping Prediction Based on Temporal Convolutional Network. - Li, Gao; Wang, Wei; Ding, Guoru (2021)

An Edge Computing Paradigm for Massive IoT Connectivity over High-Altitude Platform Networks. - Ke, Malong; Gao, Zhen; Huang, Yang; Ding, Guoru; Ng, Derrick Wing Kwan; Wu, Qihui; Zhang, Jun (CoRR, 2021)

Detection of Interference Constraint Violation Based on Heterogeneous Data Fusion in Satellite-Earth Integrated Networks. - Yang, Ning; Li, Pinghui; Guo, Daoxing; Zhang, Linyuan; Ding, Guoru (IEEE Access, 2020)

Detection of Spectrum Misuse Behavior in Satellite-Terrestrial Spectrum Sensing Based on Multi-Hypothesis Tests. - Liu, Yuan; Zhang, Bangning; Guo, Daoxing; Zhang, Linyuan; Zhao, Bing; Ding, Guoru (IEEE Access, 2020)

Outage Constrained Robust Beamforming for Sum Rate Maximization in Multi-Beam Satellite Systems. - Yan, Yan; Yang, Weiwei; Zhang, Bangning; Guo, Daoxing; Ding, Guoru (IEEE Commun. Lett., 2020)

Blockchain-Based Secure Spectrum Trading for Unmanned-Aerial-Vehicle-Assisted Cellular Networks: An Operator's Perspective. - Qiu, Junfei; Grace, David; Ding, Guoru; Yao, Junnan; Wu, Qihui (IEEE Internet Things J., 2020)

Clustering Analysis for Internet of Spectrum Devices: Real-World Data Analytics and Applications. - Sun, Jiachen; Wang, Jinlong; Chen, Jin; Ding, Guoru; Lin, Fandi (IEEE Internet Things J., 2020)

Energy-Constrained Completion Time Minimization in UAV-Enabled Internet of Things. - Gu, Jiangchun; Wang, Haichao; Ding, Guoru; Xu, Yitao; Xue, Zhen; Zhou, Huaji (IEEE Internet Things J., 2020)

3D Spectrum Mapping Based on ROI-Driven UAV Deployment. - Wu, Qihui; Shen, Feng; Wang, Zheng; Ding, Guoru (IEEE Netw., 2020)

On the Detection of a Non-Cooperative Beam Signal Based on Wireless Sensor Networks. - Wei, Guofeng; Zhang, Bangning; Ding, Guoru; Zhao, Bing; Guo, Kefeng; Guo, Daoxing (Secur. Commun. Networks, 2020)

Massive MIMO-Based Distributed Signal Detection in Multi-Antenna Wireless Sensor Networks. - Wei, Guofeng; Zhang, Bangning; Ding, Guoru; Zhao, Bing; Wei, Yimin; Guo, Daoxing (Sensors, 2020)

Detection of Transmitted Power Violation Based on Geolocation Spectrum Database in Satellite-Terrestrial Integrated Networks. - Yang, Ning; Li, Pinghui; Guo, Daoxing; Zhang, Linyuan; Ding, Guoru (Sensors, 2020)

Dynamic Spectrum Interaction of UAV Flight Formation Communication With Priority: A Deep Reinforcement Learning Approach. - Lin, Yun; Wang, Meiyu; Zhou, Xianglong; Ding, Guoru; Mao, Shiwen (IEEE Trans. Cogn. Commun. Netw., 2020)

Completion Time Minimization for Turning Angle-Constrained UAV-to-UAV Communications. - Wang, Haichao; Wang, Jinlong; Ding, Guoru; Chen, Jin; Yang, Jian (IEEE Trans. Veh. Technol., 2020)

Robust Spectrum Sharing in Air-Ground Integrated Networks: Opportunities and Challenges. - Wang, Haichao; Wang, Jinlong; Ding, Guoru; Xue, Zhen; Zhang, Linyuan; Xu, Yuhua (IEEE Wirel. Commun., 2020)

Three-Dimensional Localization of RF Emitters: A Semantic Segmentation-based Image Processing Approach. - Chen, Huichao; Wang, Zheng; Wang, Wei; Ding, Guoru (2020)

LSTM-based Frequency Hopping Sequence Prediction. - Li, Gao; Xu, Jianliang; Shen, Weiguo; Wang, Wei; Liu, Zitong; Ding, Guoru (2020)

A MAC Protocol Identification Approach Based on Convolutional Neural Network. - Zhang, Xutong; Shen, Weiguo; Xu, Jianliang; Liu, Zitong; Ding, Guoru (2020)

UAV-Enabled Mobile Radiation Source Tracking with Deep Reinforcement Learning. - Gu, Jiangchun; Wang, Haichao; Ding, Guoru; Xu, Yitao; Jiao, Yutao (2020)

Deep Learning for Signal Demodulation in Physical Layer Wireless Communications: Prototype Platform, Open Dataset, and Analytics. - Wang, Hongmei; Wu, Zhenzhen; Ma, Shuai; Lu, Songtao; Zhang, Han; Ding, Guoru; Li, Shiyin (IEEE Access, 2019)

UAV-Assisted SWIPT in Internet of Things With Power Splitting: Trajectory Design and Power Allocation. - Huang, Fei; Chen, Jin; Wang, Haichao; Ding, Guoru; Xue, Zhen; Yang, Yang; Song, Fei (IEEE Access, 2019)

Optimized Power Control Scheme for Global Throughput of Cognitive Satellite-Terrestrial Networks Based on Non-Cooperative Game. - Chen, Zhuyun; Guo, Daoxing; Ding, Guoru; Tong, Xinhai; Wang, Heng; Zhang, Xiaokai (IEEE Access, 2019)

Multiple-UAV-Assisted SWIPT in Internet of Things: User Association and Power Allocation. - Huang, Fei; Chen, Jin; Wang, Haichao; Ding, Guoru; Gong, Yuping; Yang, Yang (IEEE Access, 2019)

Low-Complexity Joint 2-D DOA and TOA Estimation for Multipath OFDM Signals. - Chen, Longliang; Qi, Wangdong; Liu, Peng; Yuan, En; Zhao, Yuexin; Ding, Guoru (IEEE Signal Process. Lett., 2019)

Byzantine Attacker Identification in Collaborative Spectrum Sensing: A Robust Defense Framework. - Zhang, Linyuan; Nie, Guangming; Ding, Guoru; Wu, Qihui; Zhang, Zhaoyang; Han, Zhu (IEEE Trans. Mob. Comput., 2019)

Detecting Abnormal Power Emission for Orderly Spectrum Usage. - Zhang, Linyuan; Ding, Guoru; Wu, Qihui (IEEE Trans. Veh. Technol., 2019)

UAV-Based 3D Spectrum Sensing in Spectrum-Heterogeneous Networks. - Shen, Feng; Ding, Guoru; Wang, Zheng; Wu, Qihui (IEEE Trans. Veh. Technol., 2019)

Completion Time Minimization With Path Planning for Fixed-Wing UAV Communications. - Wang, Haichao; Wang, Jinlong; Ding, Guoru; Chen, Jin; Gao, Feifei; Han, Zhu (IEEE Trans. Wirel. Commun., 2019)

Air-Ground Heterogeneous Networks for 5G and Beyond via Integrating High and Low Altitude Platforms. - Qiu, Junfei; Grace, David; Ding, Guoru; Zakaria, Muhammad D.; Wu, Qihui (IEEE Wirel. Commun., 2019)

Maximization of Data Dissemination in UAV-Supported Internet of Things. - Xue, Zhen; Wang, Jinlong; Ding, Guoru; Zhou, Haibo; Wu, Qihui (IEEE Wirel. Commun. Lett., 2019)

Cooperative Data Dissemination in Air-Ground Integrated Networks. - Xue, Zhen; Wang, Jinlong; Ding, Guoru; Zhou, Haibo; Wu, Qihui (IEEE Wirel. Commun. Lett., 2019)

Detection of Abnormal Power Emission in UAV Communication Networks. - Zhang, Linyuan; Ding, Guoru; Wu, Qihui; Liu, Peng (IEEE Wirel. Commun. Lett., 2019)

Power control games for multi-user anti-jamming communications. - Yu, Long; Wu, Qihui; Xu, Yuhua; Ding, Guoru; Jia, Luliang (Wirel. Networks, 2019)

Peacekeeping Equipment Support Spare Parts Demand Forecast. - Guo, Rui; Chen, Zhong; Liu, Jing; Kang, Jingyu; Ding, Guoru (2019)

Topology Sensing in Wireless Networks by Leveraging Symmetrical Connectivity. - Liu, Zitong; Sun, Jiachen; Shen, Feng; Ding, Guoru; Wu, Qihui (2019)

Robust UAV Communications with Jamming. - Wang, Haichao; Yao, Junnan; Chen, Jin; Ding, Guoru; Yu, Ling (2019)

Deep Learning for Signal Demodulation in Physical Layer Wireless Communications: Prototype Platform, Open Dataset, and Analytics. - Wang, Hongmei; Wu, Zhenzhen; Ma, Shuai; Lu, Songtao; Zhang, Han; Ding, Guoru; Li, Shiyin (CoRR, 2019)

Time-Frequency Scheduling and Power Optimization for Reliable Multiple UAV Communications. - Xue, Zhen; Wang, Jinlong; Shi, Qingjiang; Ding, Guoru; Wu, Qihui (IEEE Access, 2018)

Robust Relative Fingerprinting-Based Passive Source Localization via Data Cleansing. - Kan, Changju; Ding, Guoru; Wu, Qihui; Li, Rongpeng; Song, Fei (IEEE Access, 2018)

Minimum Bayesian Risk Based Robust Spectrum Prediction in the Presence of Sensing Errors. - Chen, Xi; Yang, Jian; Ding, Guoru (IEEE Access, 2018)

Information Measurement of Cognitive Communication Systems: The Introduction of Negative Cognitive Information. - Wu, Qihui; Chen, Lizhen; Wang, Zheng; Ding, Guoru; Zhang, Linyuan; Zhang, Xiaofei (IEEE Access, 2018)

Device-to-Device Communications Underlying UAV-Supported Social Networking. - Xue, Zhen; Wang, Jinlong; Ding, Guoru; Wu, Qihui; Lin, Yun; Tsiftsis, Theodoros A. (IEEE Access, 2018)

Joint 3D Location and Power Optimization for UAV-Enabled Relaying Systems. - Xue, Zhen; Wang, Jinlong; Ding, Guoru; Wu, Qihui (IEEE Access, 2018)

Long-Term Spectrum State Prediction: An Image Inference Perspective. - Sun, Jiachen; Wang, Jinlong; Ding, Guoru; Shen, Liang; Yang, Jian; Wu, Qihui; Yu, Ling (IEEE Access, 2018)

Spectrum Prediction Based on Taguchi Method in Deep Learning With Long Short-Term Memory. - Yu, Ling; Chen, Jin; Ding, Guoru; Tu, Ya; Yang, Jian; Sun, Jiachen (IEEE Access, 2018)

D2D Communications Underlaying UAV-Assisted Access Networks. - Wang, Haichao; Chen, Jin; Ding, Guoru; Wang, Shaowei (IEEE Access, 2018)

Integrating Communications and Control for UAV Systems: Opportunities and Challenges. - Zhao, Jianwei; Gao, Feifei; Ding, Guoru; Zhang, Tao; Jia, Weimin; Nallanathan, Arumugam (IEEE Access, 2018)

An Amateur Drone Surveillance System Based on the Cognitive Internet of Things. - Ding, Guoru; Wu, Qihui; Zhang, Linyuan; Lin, Yun; Tsiftsis, Theodoros A.; Yao, Yu-Dong (IEEE Commun. Mag., 2018)

Power Control in UAV-Supported Ultra Dense Networks: Communications, Caching, and Energy Transfer. - Wang, Haichao; Ding, Guoru; Gao, Feifei; Chen, Jin; Wang, Jinlong; Wang, Le (IEEE Commun. Mag., 2018)

Spectrum Inference in Cognitive Radio Networks: Algorithms and Applications. - Ding, Guoru; Jiao, Yutao; Wang, Jinlong; Zou, Yulong; Wu, Qihui; Yao, Yu-Dong; Hanzo, Lajos (IEEE Commun. Surv. Tutorials, 2018)

Tutorial on big spectrum data analytics for space information networks. - Ding, Guoru; Li, Lin; Wang, Juzhen; Wang, Yumeng; Chen, Lei (EURASIP J. Wirel. Commun. Netw., 2018)

Spectrum Sharing Planning for Full-Duplex UAV Relaying Systems With Underlaid D2D Communications. - Wang, Haichao; Wang, Jinlong; Ding, Guoru; Chen, Jin; Li, Yuzhou; Han, Zhu (IEEE J. Sel. Areas Commun., 2018)

Robust Localization with Crowd Sensors: A Data Cleansing Approach. - Kan, Changju; Ding, Guoru; Wu, Qihui; Zhang, Tao (Mob. Networks Appl., 2018)

Real-valued DOA estimation with unknown number of sources via reweighted nuclear norm minimization. - Sun, Fenggang; Wu, Qihui; Lan, Peng; Ding, Guoru; Chen, Lizhen (Signal Process., 2018)

Link Quality Analysis Based Channel Selection in High-Frequency Asynchronous Automatic Link Establishment: A Matrix Completion Approach. - Qin, Zhiqiang; Wang, Jinlong; Chen, Jin; Ding, Guoru; Yao, Yu-Dong; Ji, Xinsheng; Chen, Xiangming (IEEE Syst. J., 2018)

Resource Allocation for Energy Harvesting-Powered D2D Communication Underlaying UAV-Assisted Networks. - Wang, Haichao; Wang, Jinlong; Ding, Guoru; Wang, Le; Tsiftsis, Theodoros A.; Sharma, Prabhat Kumar (IEEE Trans. Green Commun. Netw., 2018)

Spectrum Sensing Under Spectrum Misuse Behaviors: A Multi-Hypothesis Test Perspective. - Zhang, Linyuan; Ding, Guoru; Wu, Qihui; Han, Zhu (IEEE Trans. Inf. Forensics Secur., 2018)

Massive MIMO for Distributed Detection With Transceiver Impairments. - Ding, Guoru; Gao, Xiqi; Xue, Zhen; Wu, Yongpeng; Shi, Qingjiang (IEEE Trans. Veh. Technol., 2018)

D2D Communications Underlaying Wireless Powered Communication Networks. - Wang, Haichao; Wang, Jinlong; Ding, Guoru; Han, Zhu (IEEE Trans. Veh. Technol., 2018)

Unmanned Aerial Vehicle-Aided Communications: Joint Transmit Power and Trajectory Optimization. - Wang, Haichao; Ren, Guochun; Chen, Jin; Ding, Guoru; Yang, Yijun (IEEE Wirel. Commun. Lett., 2018)

Multi-user ALE for Future HF Radio Communication by Leveraging Wideband Spectrum Sensing and Channel Prediction. - Wu, Chujie; Cheng, Yunpeng; Gong, Yuping; Zhang, Yuming; Huang, Fei; Ding, Guoru (2018)

UAV-Enabled Wireless Power Transfer for Mobile Users: Trajectory Optimization and Power Allocation. - Huang, Fei; Chen, Jin; Wang, Haichao; Xue, Zhen; Ding, Guoru; Yang, Xiaoqin (2018)

Similarity Analysis on Spectrum State Evolutions. - Sun, Jiachen; Yu, Ling; Li, Jingming; Ding, Guoru (2018)

Efficient Relative Fingerprinting Based UAV Localization via Tensor Completion. - Kan, Changju; Ding, Guoru; Song, Fei; Qiu, Junfei (2018)

Trajectory Planning in UAV Communication with Jamming. - Wang, Haichao; Chen, Jin; Ding, Guoru; Sun, Jiachen (2018)

Sum Rate Maximization in UAV-Enabled Mobile Relay Networks. - Xue, Zhen; Wu, Qihui; Feng, Zhiyong; Zhong, Caijun; Ding, Guoru (2018)

D2D Communications Underlaying Wireless Powered Communication Networks. - Wang, Haichao; Wang, Jinlong; Ding, Guoru; Han, Zhu (CoRR, 2018)

Network-Connected UAV Communications: Potentials and Challenges. - Wang, Haichao; Wang, Jinlong; Chen, Jin; Gong, Yuping; Ding, Guoru (CoRR, 2018)

Byzantine Defense in Collaborative Spectrum Sensing via Bayesian Learning. - Nie, Guangming; Ding, Guoru; Zhang, Linyuan; Wu, Qihui (IEEE Access, 2017)

Predictability Analysis of Spectrum State Evolution: Performance Bounds and Real-World Data Analytics. - Sun, Jiachen; Shen, Liang; Ding, Guoru; Li, Rongpeng; Wu, Qihui (IEEE Access, 2017)

An iterative approach for sparse direction-of-arrival estimation in co-prime arrays with off-grid targets. - Sun, Fenggang; Wu, Qihui; Sun, Youming; Ding, Guoru; Lan, Peng (Digit. Signal Process., 2017)

Guest Editorial Spectrum Sharing and Aggregation for Future Wireless Networks, Part III. - Tsiftsis, Theodoros A.; Ding, Guoru; Zou, Yulong; Karagiannidis, George K.; Han, Zhu; Hanzo, Lajos (IEEE J. Sel. Areas Commun., 2017)

Robust Online Spectrum Prediction With Incomplete and Corrupted Historical Observations. - Ding, Guoru; Wu, Fan; Wu, Qihui; Tang, Shaojie; Song, Fei; Vasilakos, Athanasios V.; Tsiftsis, Theodoros A. (IEEE Trans. Veh. Technol., 2017)

Intelligent 5G: When Cellular Networks Meet Artificial Intelligence. - Li, Rongpeng; Zhao, Zhifeng; Zhou, Xuan; Ding, Guoru; Chen, Yan; Wang, Zhongyao; Zhang, Honggang (IEEE Wirel. Commun., 2017)

Impact of Nonlinear Transformation on Signal Detection: A Minimum Error Probability Perspective. - Shen, Feng; Chen, Lizhen; Ding, Guoru; Wu, Qihui (2017)

Resource allocation for energy harvesting-powered D2D communications underlaying cellular networks. - Wang, Haichao; Ding, Guoru; Wang, Jinlong; Wang, Le; Tsiftsis, Theodoros A.; Sharma, Prabhat Kumar (2017)

Power control for multiple interfering D2D communications underlaying cellular networks: An approximate interior point approach. - Wang, Haichao; Ding, Guoru; Wang, Jinlong; Wang, Shaowei; Wang, Le (2017)

Recent Advances in Radio Environment Map: A Survey. - Li, Jingming; Ding, Guoru; Zhang, Xiaofei; Wu, Qihui (2017)

An Amateur Drone Surveillance System Based on Cognitive Internet of Things. - Ding, Guoru; Wu, Qihui; Zhang, Linyuan; Lin, Yun; Tsiftsis, Theodoros A.; Yao, Yu-Dong (CoRR, 2017)

Power Control in UAV-Supported Ultra Dense Networks: Communications, Caching, and Energy Transfer. - Wang, Haichao; Ding, Guoru; Gao, Feifei; Chen, Jin; Wang, Jinlong; Wang, Le (CoRR, 2017)

A Cloud-Based Architecture for the Internet of Spectrum Devices Over Future Wireless Networks. - Wu, Qihui; Ding, Guoru; Du, Zhiyong; Sun, Youming; Jo, Minho; Vasilakos, Athanasios V. (IEEE Access, 2016)

Defending Against Byzantine Attack in Cooperative Spectrum Sensing: Defense Reference and Performance Analysis. - Zhang, Linyuan; Ding, Guoru; Wu, Qihui; Song, Fei (IEEE Access, 2016)

A Joint Tensor Completion and Prediction Scheme for Multi-Dimensional Spectrum Map Construction. - Tang, Mengyun; Ding, Guoru; Wu, Qihui; Xue, Zhen; Tsiftsis, Theodoros A. (IEEE Access, 2016)

Hierarchical Resource Allocation Framework for Hyper-Dense Small Cell Networks. - Qiu, Junfei; Ding, Guoru; Wu, Qihui; Qian, Zuping; Tsiftsis, Theodoros A.; Du, Zhiyong; Sun, Youming (IEEE Access, 2016)

A survey of machine learning for big data processing. - Qiu, Junfei; Wu, Qihui; Ding, Guoru; Xu, Yuhua; Feng, Shuo (EURASIP J. Adv. Signal Process., 2016)

Erratum to: A survey of machine learning for big data processing. - Qiu, Junfei; Wu, Qihui; Ding, Guoru; Xu, Yuhua; Feng, Shuo (EURASIP J. Adv. Signal Process., 2016)

Robust power allocation for massive connections underlaying cognitive radio networks with channel uncertainty. - Wang, Le; Ren, Guochun; Chen, Jin; Ding, Guoru; Xue, Zhen; Wang, Haichao (EURASIP J. Wirel. Commun. Netw., 2016)

Cellular-Base-Station-Assisted Device-to-Device Communications in TV White Space. - Ding, Guoru; Wang, Jinlong; Wu, Qihui; Yao, Yu-Dong; Song, Fei; Tsiftsis, Theodoros A. (IEEE J. Sel. Areas Commun., 2016)

Guest Editorial Spectrum Sharing and Aggregation for Future Wireless Networks, Part I. - Tsiftsis, Theodoros A.; Ding, Guoru; Zou, Yulong; Karagiannidis, George K.; Han, Zhu; Hanzo, Lajos (IEEE J. Sel. Areas Commun., 2016)

Guest Editorial Spectrum Sharing and Aggregation for Future Wireless Networks, Part II. - Tsiftsis, Theodoros A.; Ding, Guoru; Zou, Yulong; Karagiannidis, George K.; Han, Zhu; Hanzo, Lajos (IEEE J. Sel. Areas Commun., 2016)

Defending against Byzantine attack in cooperative spectrum sensing relying on a reliable reference. - Zhang, Linyuan; Ding, Guoru; Song, Fei; Su, Qiao (2016)

SLNR-Oriented Power Control in Cognitive Radio Networks with Channel Uncertainty. - Wang, Le; Ding, Guoru; Ren, Guochun; Chen, Jin; Xue, Zhen; Wang, Haichao; Wang, Yumeng (2016)

Robust Spectral-Temporal Two-Dimensional Spectrum Prediction. - Ding, Guoru; Zhai, Siyu; Chen, Xiaoming; Zhang, Yuming; Liu, Chao (2016)

A Stable Defense Reference for Cooperative Spectrum Sensing and Its Performance Analysis. - Nie, Guangming; Zhang, Linyuan; Ding, Guoru (2016)

Robust Spectrum Sharing under Channel Uncertainty for Cognitive Radio Networks. - Wang, Le; Chen, Jin; Ren, Guochun; Ding, Guoru; Xue, Zhen; Wang, Haichao (2016)

Indoor passive localization and tracking: From theory to practice. - Sun, Jiachen; Ding, Guoru; Zheng, Ze; Zhou, Huaji (2016)

Multi-dimensional spectrum map construction: A tensor perspective. - Tang, Mengyun; Ding, Guoru; Xue, Zhen; Zhang, Jing; Zhou, Huaji (2016)

Fast automatic link establishment: A new metric and the value of spectrum prediction. - Yu, Ling; Chen, Jin; Ding, Guoru; Qin, Zhiqiang (2016)

On the usefulness of spectrum prediction for dynamic spectrum access. - Zhang, Jing; Ding, Guoru; Xu, Yitao; Song, Fei (2016)

On the limits of predictability in real-world radio spectrum state dynamics: from entropy theory to 5G spectrum sharing. - Ding, Guoru; Wang, Jinlong; Wu, Qihui; Yao, Yu-Dong; Li, Rongpeng; Zhang, Honggang; Zou, YuLong (IEEE Commun. Mag., 2015)

Byzantine Attack and Defense in Cognitive Radio Networks: A Survey. - Zhang, Linyuan; Ding, Guoru; Wu, Qihui; Zou, Yulong; Han, Zhu; Wang, Jinlong (IEEE Commun. Surv. Tutorials, 2015)

Non-cooperative Interference Radio Localization with Binary Proximity Sensors. - Wu, Qihui; Yue, Liang; Wang, Long; Ding, Guoru (KSII Trans. Internet Inf. Syst., 2015)

Geolocation Spectrum Database Assisted Optimal Power Allocation: Device-to-Device Communications in TV White Space. - Xue, Zhen; Shen, Liang; Ding, Guoru; Wu, Qihui (KSII Trans. Internet Inf. Syst., 2015)

Optimal Cooperative Spectrum Sensing in Interference-Aware Cognitive Radio Networks. - Song, Fei; Kan, Changju; Wu, Qihui; Ding, Guoru (Wirel. Pers. Commun., 2015)

Angle fingerprint: A database-driven method for indoor localization. - Zheng, Ze; Ding, Guoru (2015)

Efficient TV white space database construction via spectrum sensing and spatial inference. - Tang, Mengyun; Zheng, Ze; Ding, Guoru; Xue, Zhen (2015)

Optimal traffic balancing scheme in small cells between licensed and unlicensed bands. - Fang, Yingfeng; Wang, Chenggui; Ding, Guoru; Sun, Youming (2015)

Optimal cooperative spectrum sensing strategy in cognitive radio networks exploiting RF-energy harvesting. - Liu, Huidong; Chen, Jin; Ding, Guoru; Yan, Kaiqiang; Cui, Li (2015)

Path planning in sensor localization with mobile anchors: Survey and challenges. - Yue, Liang; Ding, Guoru; Zheng, Ze (2015)

Byzantine Attack and Defense in Cognitive Radio Networks: A Survey. - Zhang, Linyuan; Ding, Guoru; Wu, Qihui; Zou, Yulong; Han, Zhu; Wang, Jinlong (CoRR, 2015)

Cellular-Base-Station Assisted Device-to-Device Communications in TV White Space. - Ding, Guoru; Wang, Jinlong; Wu, Qihui; Yao, Yu-Dong; Song, Fei; Tsiftsis, Theodoros A. (CoRR, 2015)

On the Limits of Predictability in Real-World Radio Spectrum State Dynamics: From Entropy Theory to 5G Spectrum Sharing. - Ding, Guoru; Wang, Jinlong; Wu, Qihui; Yao, Yu-Dong; Li, Rongpeng; Zhang, Honggang; Zou, Yulong (CoRR, 2015)

A robust cooperative spectrum sensing scheme based on Dempster-Shafer theory and trustworthiness degree calculation in cognitive radio networks. - Wang, Jinlong; Feng, Shuo; Wu, Qihui; Zheng, Xueqiang; Xu, Yuhua; Ding, Guoru (EURASIP J. Adv. Signal Process., 2014)

Performance analysis of probabilistic soft SSDF attack in cooperative spectrum sensing. - Zhang, Linyuan; Wu, Qihui; Ding, Guoru; Feng, Shuo; Wang, Jinlong (EURASIP J. Adv. Signal Process., 2014)

Joint spectrum sensing and transmit power adaptation in interference-aware cognitive radio networks. - Ding, Guoru; Wu, Qihui; Zou, YuLong; Wang, Jinlong; Gao, Zhan (Trans. Emerg. Telecommun. Technol., 2014)

Cognitive Internet of Things: A New Paradigm Beyond Connection. - Wu, Qihui; Ding, Guoru; Xu, Yuhua; Feng, Shuo; Du, Zhiyong; Wang, Jinlong; Long, Keping (IEEE Internet Things J., 2014)

Optimization of Cooperative Sensing in Interference-Aware Cognitive Radio Networks over Imperfect Reporting Channel. - Kan, Changju; Wu, Qihui; Song, Fei; Ding, Guoru (KSII Trans. Internet Inf. Syst., 2014)

Robust Spectrum Sensing With Crowd Sensors. - Ding, Guoru; Wang, Jinlong; Wu, Qihui; Zhang, Linyuan; Zou, YuLong; Yao, Yu-Dong; Chen, Yingying (IEEE Trans. Commun., 2014)

Joint spectral-temporal spectrum prediction from incomplete historical observations. - Ding, Guoru; Wang, Jinlong; Wu, Qihui; Yu, Long; Jiao, Yutao; Gao, Xiang (2014)

Coexistence among Device-to-Device communications in TV white space based on geolocation database. - Xue, Zhen; Shen, Liang; Ding, Guoru; Wu, Qihui; Zhang, Linyuan; Wang, Qingyuan (2014)

The predictability study of channel state duration based on Hurst index. - Liu, Man; Ren, Guochun; Chen, Jin; Ding, Guoru; Guo, Kefeng (2014)

Robust Spectrum Sensing with Crowd Sensors. - Ding, Guoru; Song, Fei; Wu, Qihui; Zou, Yulong; Zhang, Linyuan; Feng, Shuo; Wang, Jinlong (2014)

Joint spatial-temporal spectrum sensing in the presence of reporting errors. - Ding, Guoru; Song, Fei; Wu, Qihui; Wang, Jinlong (2014)

Cognitive Internet of Things: A New Paradigm beyond Connection. - Wu, Qihui; Ding, Guoru; Xu, Yuhua; Feng, Shuo; Du, Zhiyong; Wang, Jinlong; Long, Keping (CoRR, 2014)

Big Spectrum Data: The New Resource for Cognitive Wireless Networking. - Ding, Guoru; Wu, Qihui; Wang, Jinlong; Yao, Yu-Dong (CoRR, 2014)

Kernel-Based Learning for Statistical Signal Processing in Cognitive Radio Networks: Theoretical Foundations, Example Applications, and Future Directions. - Ding, Guoru; Wu, Qihui; Yao, Yu-Dong; Wang, Jinlong; Chen, Yingying (IEEE Signal Process. Mag., 2013)

Spatial-Temporal Opportunity Detection for Spectrum-Heterogeneous Cognitive Radio Networks: Two-Dimensional Sensing. - Wu, Qihui; Ding, Guoru; Wang, Jinlong; Yao, Yu-Dong (IEEE Trans. Wirel. Commun., 2013)

Sensing Confidence Level-Based Joint Spectrum and Power Allocation in Cognitive Radio Networks. - Ding, Guoru; Wu, Qihui; Wang, Jinlong (Wirel. Pers. Commun., 2013)

Optimization of cooperative sensing in interference-aware cognitive radio networks over imperfect reporting channel. - Kan, Changju; Song, Fei; Zheng, Xueqiang; Ding, Guoru (2013)

A method of evaluating negative utility of information in presence of SSDF attack. - Xu, Suqin; Xu, Yitao; Ding, Guoru; Feng, Shuo (2013)

Optimal joint spatial-temporal diversity for spectrum sensing in cognitive radio networks. - Ding, Guoru; Song, Fei; Wang, Jinlong; Wu, Qihui (2013)

An introduction of cognition information: From form aspect to semantic aspect. - Feng, Shuo; Wu, Qihui; Wang, Jinlong; Xu, Yuhua; Ding, Guoru (2013)

Big Data Analytics in Future Internet of Things. - Ding, Guoru; Wang, Long; Wu, Qihui (CoRR, 2013)

Decentralized sensor selection for cooperative spectrum sensing based on unsupervised learning. - Ding, Guoru; Wu, Qihui; Song, Fei; Wang, Jinlong (2012)

Seeking Justice: Lapsed reputation-based cooperative spectrum sensing with lasting trusted nodes assistance. - Feng, Shuo; Zheng, Xueqiang; Yao, Junnan; Ding, Guoru (2012)

Spectrum sensing in opportunity-heterogeneous cognitive radio networks: Non-cooperative case. - Ding, Guoru; Wu, Qihui; Song, Fei; Wang, Jinlong (2011)

Opportunistic Spectrum Access Based on Sequential Channel-Sensing in Decentralized CRN. - Neng, Min; Wu, Qihui; Xu, Yuhua; Ding, Guoru (2010)

System info of multi-domain cognition in cognitive radio networks. - Ding, Guoru; Wu, Qihui; Wang, Jinlong; Gong, Yuping (2010)