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User Service Behavior Prediction via Spatial-Temporal Fusion: A Graph Inference Perspective IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-06-02
Xing Guo, Yitao Xu, Jiachen Sun, Guoru Ding, Yehui Song, Han Jiang -
Effective Non-Gaussian Noise Removal of 3D Radio Maps through Correntropy-based Nonlocal Tensor Ring Decomposition IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-06-02
Chunmei Li, Zheng Dou, Yun Lin, Yabin Zhang -
Few-Shot Automatic Modulation Classification via Semi-Supervised Metric Learning and Lightweight Conv-Transformer Model IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-28
Jitong Ma, Mutian Hu, Xiao Chen, Liangtian Wan, Jie Wang -
Target Detection in ISAC Systems With Active RISs: A Multi-Perspective Observation Approach IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-26
Shoushuo Zhang, Rang Liu, Ming Li, Wei Wang, Qian Liu -
Zero-Power Integrated Sensing and Communication in Smart Healthcare Environments IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-26
Yu Zhang, Christos Masouros, Tongyang Xu -
Non-Orthogonal Superimposed Pilot for Goodput Enhancement in Digital Semantic Communication IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-26
Jian Zou, Jian Xiao, Han Shen, Wenwu Xie, Fanyang Meng, Liang Yang, Yongsheng Liang -
Spectrum Sensing Based on Graph Fourier Transform Using Laplacian Matrix and Vertex Probability Vector IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-26
Guobing Hu, Bin Gu, Li Yang, Shanshan Wu, Pinjiao Zhao -
Secure Beamforming and Power Allocation for RIS-Assisted NOMA-ISAC Systems With Internal and External Eavesdroppers IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-20
Yaming Li, Ming Jin, Qinghua Guo, Junteng Yao, Tao Jiang, Juan Liu -
UAV Covert Communications in Interweave Cognitive Radio Network IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-20
Jianyu Wei, Yan Guo, Haichao Wang, Ming He, Jiangchun Gu, Shengbin Lin, Guoru Ding -
Mixture of Experts-Enabled Parallel Scheduling and Processing for Vehicular Generative AI Services IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-20
Gaochang Xie, Zehui Xiong, Renchao Xie, Xiumei Deng, Song Guo, Mohsen Guizani, Zhu Han -
QRadCom: Quantum-Assisted Source and Symbol Detection Framework in a Radar Communication System with Low-Computational Complexity IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-16
Soumita Naskar, Mostafizur Rahaman Laskar, Amit Kumar Dutta -
Dynamic Resource Scheduling for Deterministic Communication, Computation, and Control Integration in Industrial Cyber-Physical Systems IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-15
Weiting Zhang, Tong Sun, Dong Yang, Tom H Luan, Hongke Zhang -
Leveraging Transfer Learning for Radio Map Estimation via Mixture of Experts IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-15
Rahul Kumar Jaiswal, Mohamed Elnourani, Siddharth Deshmukh, Baltasar Beferull-Lozano -
Blind Equalization Using a Variational Autoencoder With Second Order Volterra Channel Model IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-15
Soren Fons Nielsen, Darko Zibar, Mikkel N. Schmidt -
Uplink Multi-RSU Cooperative Sensing Strategy for Integrated Sensing and Communication System IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-15
Yiheng Li, Zhiqing Wei, Haotian Liu, Zhiyong Feng -
Short-Packet Transmission in NOMA-ISAC Systems IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-15
Suyu Lv, Meng Li, Chang Liu, Xiaodong Xu, Rui Meng, Yue Liu, Yuanwei Liu -
Zero-shot Binarization Lightweight Model for a Data-Free Edge Network IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-13
Kai Zeng, Hongwei Gu, Yuxiu Duan, Tao Shen, Ruidong Li -
Spectral-Efficient Dynamic User Association in LEO Satellite Constellation-HAPS Cooperative Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-13
Kazuma Mashiko, Hiroaki Hashida, Yuichi Kawamoto, Nei Kato, Kohei Yoshida, Masayuki Ariyoshi -
Over-the-Air ODE-Inspired Neural Network for Dual Task-Oriented Semantic Communications IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-13
Mengbing Liu, Jiancheng An, Chongwen Huang, Chau Yuen -
Personalized Model Partitioning and Aggregation for Federated Human Activity Recognition IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-13
Weidong Zhang, Xuangou Wu, Tao Zhang, Xiujun Wang, Jiacheng Wang, Ruichen Zhang, Tong Wu, Jiawen Kang, Dusit Niyato -
DOI: A Systematic Framework for Incremental Identification of Specific Emitters in Open-set Scenarios IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-13
Fei Teng, Wenqiang Shi, Yingke Lei, Hu Jin, Bisheng Pan, Yourui Wang -
FedDM: Federated Learning Incorporating Dissimilarity Measure for Mobile Edge Computing Systems IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-08
Ning Yang, Xin Yuan, Hai Lin, Haijun Zhang, Pin Lyu, Jun Wang -
A Comprehensive Analysis of Secondary Coexistence in a Real-World CBRS Deployment IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-07
Armed Tusha, Seda Dogan-Tusha, Joshua Roy Palathinkal, Hossein Nasiri, Muhammad Iqbal Rochman, Patrick McGuire, Monisha Ghosh -
Generative AI Meets Wireless Networking: An Interactive Paradigm for Intent-Driven Communications IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-07
Xiaoqi Qin, Mengying Sun, Jincheng Dai, Peixuan Ma, Yuecheng Cao, Jingjing Zhang, Jiacheng Wang, Xiaodong Xu, Ping Zhang, Dusit Niyato -
Energy-Efficient Federated Learning and Migration in Digital Twin Edge Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-06
Yuzhi Zhou, Yaru Fu, Zheng Shi, Howard H. Yang, Kevin Hung, Yan Zhang -
Dynamic Spectrum Aggregation and Access for Rescue Cognitive Networks Using Multi-Agent Actor-Critic Reinforcement Learning IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-06
Wensheng Zhang, Wenjiao Ding, Cheng-Xiang Wang, Yunfei Chen, Giuseppe Abreu, Zhi Liu, Jian Sun, Zhu Han -
Deep Q-Learning-Driven Frequency Prism Beamforming With Delay-Adjustable IRS in LEO Satellite Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-05
Shuta Sekimori, Hiroaki Hashida, Yuichi Kawamoto, Nei Kato, Kohei Yoshida, Masayuki Ariyoshi -
FUTUREs: Feature Utility Transfer for Uncooperative Recognition of Electromagnetic Signals Toward 6G Wireless Communications IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-02
Decan Zhao, Lixin Li, Wensheng Lin, Dongbin Hou, Xin Zhang, Zhu Han -
Self-Adjusting Network Slicing for Dynamic Heterogeneous Task Offloading in UAV-Enabled Mobile Edge Computing IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-02
Xulong Li, Wencan Mao, Xinyi Xu, Yaxi Liu, Huifeng Zhang, Wei Huangfu, Keping Long -
A Novel Layer Pruning Method Based on Graph Structure of Feature Representations for Specific Emitter Identification IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-02
Ning Yang, Bangning Zhang, Guoru Ding, Daoxing Guo -
Device-Level Learning-Based Distributed Power Control for Uplink NOMA in IoT Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-02
Muhammad Ahmad Raza, Mehran Abolhasan, Justin Lipman, Wei Ni -
Near-Field Channel Estimation for XL-MIMO: A Deep Generative Model Guided by Side Information IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-01
Zhenzhou Jin, Li You, Derrick Wing Kwan Ng, Xiang-Gen Xia, Xiqi Gao -
Spatiotemporal Spectrum Neural Network for Low-SNR Communication Signal Detection IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-05-01
Le Cheng, Yue Liu, Zhengliang Hu, Hongna Zhu, Bin Luo -
SAFLA: Semantic-Aware Full Lifecycle Assurance for Intent-Driven Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-29
Shiwen Kou, Chungang Yang, Mohan Gurusamy -
Covert Communication for STAR-RIS-Assisted Ambient Backscatter Communication Systems With RSMA IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-29
Liang Yang, Zhuo Zhang, Sichun Du -
Mutual Coupling-Aware Localization for RIS-Assisted ISAC Systems IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-29
Alireza Fadakar, Musa Furkan Keskin, Hui Chen, Henk Wymeersch -
An Open-Set Few-Shot Class Incremental Learning Framework for Specific Emitter Identification IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-29
Tao Zhang, Xiaoyu Shen, Zhihui Shang, Guoru Ding, Hao Wu, Xiaoqiang Qiao -
“When Reputation is Currency” Scalable Blockchain to Enforce Spectrum Policies IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-28
Elnaz Mehraein, Maqsood Ahamed Abdul Careem, Aveek Dutta -
Data-Driven Digital Adaptive Timing Mismatch Calibration for Sub-Nyquist Wideband Sampling IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-25
Yuan Ma, Yiling Zheng, Xingjian Zhang, Bin Liao, Yue Gao -
Communication-Efficient Personalized Distributed Learning with Data and Node Heterogeneity IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-25
Zhuojun Tian, Zhaoyang Zhang, Yiwei Li, Mehdi Bennis -
Mitigating Poisoning Attacks in Federated Learning Through Deep One-Class Classification IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-25
Anqi Zhang, Ping Zhao, Wenke Lu, Yipeng Zhou, Wenqian Zhang, Guanglin Zhang -
Performance Analysis of Pinching-Antenna Systems IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-25
Dimitrios Tyrovolas, Sotiris A. Tegos, Panagiotis D. Diamantoulakis, Sotiris Ioannidis, Christos K. Liaskos, George K. Karagiannidis -
An End-to-End Deep Neural Network for Passive Positioning of Emitters and Receivers with Variable Numbers IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-25
Rui Xia, Jingchao Wang, Tian Zhang, Chao Xue, Yukai Du, Boyu Deng -
Blockchain-Based Collaborative Task Offloading Algorithm in Heterogeneous Edge Computing Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-25
Linli Zuo, Yun Li, Shichao Xia, Junnan Pan -
Energy State Sensing for Robust MAC Protocol Identification in Underwater Acoustic Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-21
Gaoyue Ma, Xiaohong Shen, Yuwen Yan, Haiyang Yao, Haiyan Wan -
Building Radio Dynamic Zones with OPENZMS IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-21
David Johnson, Dustin Maas, Serhat Tadik, Alex Orange, Leigh Stoller, Kirk Webb, M Basit Iqbal Awan, Jacob Bills, Miguel Gomez, Aarushi Sarbhai, Greg Durgin, Sneha Kasera, Neal Patwari, David Schurig, Jacobus Van der Merwe -
Generative Augmented Cascade Broad Learning for Lightweight Multi-Band Spectrum Prediction IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-18
Niancong Ji, Tiancheng Liu, Yibin Zhang, Qin Wang, Tomoaki Ohtsuki, Guan Gui, Chau Yuen, Fumiyuki Adachi -
Adaptively Weighted Averaging Over-the-Air Computation and Its Application to Distributed Gaussian Process Regression IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-18
Koya Sato, Koji Ishibashi -
FLDP-DM: Defense Method Against Poisoning Attacks with Local Differential Privacy in Federated Learning Systems IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-16
Jibo Shi, Wei Wang, Yexuan Hu, Yun Lin -
Efficient Asynchronous Uplink Sensing in Perceptive Mobile Networks via Accurate Delay Estimation IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-16
Hang Li, Fuxian Teng, Qinghua Guo, J. Andrew Zhang, Xiaojing Huang, Zhiqun Cheng -
Robust Cross-Domain UAV RFFI Method Using Domain-Invariant Adversarial Learning and Manifold Regularization IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-16
Zhenxin Cai, Gejiacheng Lu, Yu Wang, Guan Gui, Jin Sha -
Enhancing the Uplink of Cell-Free Massive MIMO Through Prioritized Sampling and Personalized Federated Deep Reinforcement Learning IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-16
Charmae Franchesca Mendoza, Megumi Kaneko, Markus Rupp, Stefan Schwarz -
Adaptive Cross-Modal Super-Resolution Semantic Communication for Mobile AI-Generated Panoramic Video IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-16
Haixiao Gao, Mengying Sun, Xiaodong Xu, Xiqi Cheng, Shujun Han, Ping Zhang -
Performance Analysis of ISAC With Active Multi-functional RISs in Rician Fading Channels IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-16
Abhinav Singh Parihar, Keshav Singh, George C. Alexandropoulos, Zhiguo Ding, Chih-Peng Li -
PPO Based Task Offloading With EKF for Position Prediction in RSU-Assisted IoV IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-16
Wei Zhao, Peng Gao, Xudong Hong, Xiao Zheng, Nei Kato -
pFedDHPO: A Differentiable Approach for Personalized Hyperparameter Optimization in Federated Learning IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-16
Jinglong Shen, Nan Cheng, Wenchao Xu, Haozhao Wang, Wei Quan, Xuemin Shen -
Movable Antenna-Enabled RIS-Aided Integrated Sensing and Communication IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-10
Haisu Wu, Hong Ren, Cunhua Pan, Yang Zhang -
A Robust Simultaneous Likelihood Ratio Test Detector for Wideband Spectrum Sensing under Non-Gaussian Noise IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-10
Bandaru Bhavana, Samrat L.Sabat, Trilochan Panigrahi -
Semantic Feature Division Multiple Access for Digital Semantic Multiple Access Channels IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-09
Bin Shen, Shuai Ma, Rui Chen, Youlong Wu, Hang Li, Guangming Shi, Shiyin Li, Naofal Al-Dhahir -
IEEE Communications Society Information IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2025-04-08