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A Self-Attention Mechanism-Based Model to Detect IPv6 Multi-Field Covert Channels IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-07-01 Liancheng Zhang, Jichang Wang, Yi Guo, Hongtao Zhang, Lanxin Cheng, Wenhao Xia
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Asynchronous DRL Based Multi-Hop Task Offloading in RSU-Assisted IoV Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-07-01 Wei Zhao, Yu Cheng, Zhi Liu, Xuangou Wu, Nei Kato
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Spatial-Frequency Block Coding Automatic Recognition With Non-Gaussian Interference for Cognitive MIMO-OFDM Systems IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-06-25 Junlin Zhang, Mingqian Liu, Yunfei Chen, Nan Zhao
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Communication-Efficient Federated Learning over Capacity-Limited Wireless Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-06-25 Jaewon Yun, Yongjeong Oh, Yo-Seb Jeon, H. Vincent Poor
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Active Reconfigurable Intelligent Surface-Based Symbiotic Radio: Boosting Mutual Benefits IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-06-24 Ruizhe Long, Ying-Chang Liang, Macro Di Renzo
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Semantic Utility Loss of Information for Energy Efficient Semantic Status Update Communications IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-06-20 Liang Xu, Jian Jiao, Tao Yang, Jianhao Huang, Ye Wang, Qinyu Zhang
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Deep Reinforcement Learning-Based Resource Allocation for Multi-UAV-Assisted Full-Duplex Wireless-Powered IoT Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-05-30 Rui Tang, Ruizhi Zhang, Yongjun Xu, Chau Yuen
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Graph Attention Network-Based Block Propagation With Optimal AoB and Reputation in Web 3.0 IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-05-30 Jiana Liao, Jinbo Wen, Jiawen Kang, Changyan Yi, Yang Zhang, Yutao Jiao, Dusit Niyato, Dong In Kim, Shengli Xie
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Radio Frequency Fingerprint Identification for OFDM System Considering Unknown Multipath Fading Channel IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-05-28 Jiashuo He, Sai Huang, Yuting Chen, Shuo Chang, Yifan Zhang, Zhiyong Feng
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Feature-Imitation Federated Learning: An Efficient Approach for Specific Emitter Identification in Low-Resource Environments IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-05-20 Jibo Shi, Bin Ge, Hang Jiang, Ruichang Yang, Guangzhen Si, Yu Wang, Guan Gui, Yun Lin
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LaMoSC: Large Language Model-Driven Semantic Communication System for Visual Transmission IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-05-16 Yaru Zhao, Yi Yue, Shoulu Hou, Bo Cheng, Yakun Huang
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Deep Learning-Aided Parametric Sparse Channel Estimation for Terahertz Massive MIMO Systems IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-05-16 Jinhong Kim, Yongjun Ahn, Seungnyun Kim, Byonghyo Shim
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Energy-Efficiency Maximization for STAR-RIS Enabled Cell-Free Symbiotic Radio Communications IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-05-16 Bin Lyu, Chao Zhou, Shimin Gong, Wei Wu, Dinh Thai Hoang, Dusit Niyato
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Optimizing Model Dissemination for Hierarchical Clustering Learning in Edge Computing IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-05-16 Long Zhang, Gang Feng, Zheng Qin, Xiaoqian Li
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User Grouping, Spectrum and Power Allocation for Energy Efficient MEC Aided Cognitive Radio Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-05-16 Wei Liang, Soon Xin Ng, Zhiguo Ding, Jia Shi, An Gao
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GETRF: A General Framework for Encrypted Traffic Identification With Robust Representation Based on Datagram Structure IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-05-14 Xiaojuan Wang, Zikui Lu, Xinlei Wang, Mingshu He, Xiaojun Wang
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Adaptive Compression Offloading and Resource Allocation for Edge Vision Computing IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-05-14 Wenjing Xiao, Yixue Hao, Junbin Liang, Long Hu, Salman A. Alqahtani, Min Chen
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Balancing Performance and Cost for Two-Hop Cooperative Communications: Stackelberg Game and Distributed Multi-Agent Reinforcement Learning IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-05-13 Yuanzhe Geng, Erwu Liu, Wei Ni, Rui Wang, Yan Liu, Hao Xu, Chen Cai, Abbas Jamalipour
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Explanation-Guided Fair Federated Learning for Transparent 6G RAN Slicing IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-05-13 Swastika Roy, Hatim Chergui, Christos Verikoukis
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Augmenting Radio Signals With Wavelet Transform for Deep Learning-Based Modulation Recognition IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-05-13 Tao Chen, Shilian Zheng, Kunfeng Qiu, Luxin Zhang, Qi Xuan, Xiaoniu Yang
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UGV Charging Stations for UAV-Assisted AoI-Aware Data Collection IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-30 Kaddour Messaoudi, Abdullah Baz, Omar Sami Oubbati, Abderrezak Rachedi, Tahar Bendouma, Mohammed Atiquzzaman
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A Robust Adaptive High-Precision Entangled Photons Based Ranging System IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-30 Wei He, Yong Wang, Mu Zhou, Ruidong Li, Liangbo Xie, Jingyang Cao
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SCAN: Semantic Communication With Adaptive Channel Feedback IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-29 Guangyi Zhang, Qiyu Hu, Yunlong Cai, Guanding Yu
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Learning Efficiency Maximization for Wireless Federated Learning With Heterogeneous Data and Clients IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-29 Jinhao Ouyang, Yuan Liu
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Unsupervised Federated Optimization at the Edge: D2D-Enabled Learning Without Labels IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-23 Satyavrat Wagle, Seyyedali Hosseinalipour, Naji Khosravan, Christopher G. Brinton
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Massive MIMO for Massive Industrial Internet of Things Networks : Operation, Performance, and Challenges IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-23 Byung Moo Lee
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Two Layer Stackelberg Game-Based Resource Allocation in Cloud-Network Convergence Service Computing IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-23 Ting Lyu, Haitao Xu, Feifei Liu, Meng Li, Lixin Li, Zhu Han
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Aerial RIS-Aided Physical Layer Security: Optimal Deployment and Partitioning IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-23 Sultangali Arzykulov, Abdulkadir Celik, Galymzhan Nauryzbayev, Ahmed M. Eltawil
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How to Evaluate Semantic Communications for Images With ViTScore Metric? IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-23 Tingting Zhu, Bo Peng, Jifan Liang, Tingchen Han, Hai Wan, Jingqiao Fu, Junjie Chen
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Influence of Noise Uncertainty Source and Model On the SNR Wall of Energy Detection IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-22 Lucas dos Santos Costa, Dayan Adionel Guimarães, Bartolomeu F. Uchôa-Filho
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Asynchronous Multi-Model Dynamic Federated Learning Over Wireless Networks: Theory, Modeling, and Optimization IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-19 Zhan-Lun Chang, Seyyedali Hosseinalipour, Mung Chiang, Christopher G. Brinton
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Learning and Model-Based Approaches for Radar Target Detection IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-19 Ahmadreza Salehi, Maryam Imani, Amir Zaimbashi, Halim Yanikomeroglu
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Generative Adversarial Networks Based Channel Estimation for Intelligent Reflecting Surface Assisted mmWave MIMO Systems IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-19 Ming Ye, Cunhua Pan, Yinfei Xu, Chunguo Li
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On Temporal and Spatial Behaviors of CBRS SAS IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-19 Abhishek Chakraborty, Ramesh R. Rao
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Multi-Channel CNN-Based Open-Set RF Fingerprint Identification for LTE Devices IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-19 Pengcheng Yin, Linning Peng, Guanxiong Shen, Junqing Zhang, Ming Liu, Hua Fu, Aiqun Hu, Xianbin Wang
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Integrated Sensing and Communication Signal Processing Based On Compressed Sensing Over Unlicensed Spectrum Bands IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-19 Haotian Liu, Zhiqing Wei, Fengyun Li, Yuewei Lin, Hanyang Qu, Huici Wu, Zhiyong Feng
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Towards Intelligent and Adaptive Task Scheduling for 6G: An Intent-Driven Framework IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-19 Qingqing Wang, Sai Zou, Yanglong Sun, Minghui Liwang, Xianbin Wang, Wei Ni
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Collaborative Learning Based Spectrum Sensing Under Partial Observations IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-19 Weishan Zhang, Yue Wang, Xiang Chen, Lingjia Liu, Zhi Tian
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A Novel Privacy-Preserving Incentive Mechanism for Multi-Access Edge Computing IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-19 Feiran You, Xin Yuan, Wei Ni, Abbas Jamalipour
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Coded Distributed Computing for Resilient, Secure and Private Matrix-Vector Multiplication in Edge-Enabled Metaverse IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-19 Houming Qiu, Kun Zhu, Nguyen Cong Luong, Dusit Niyato, Qiang Wu
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Multi-Agent Reinforcement Learning-Based Joint Caching and Routing in Heterogeneous Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-19 Meiyi Yang, Deyun Gao, Chuan Heng Foh, Wei Quan, Victor C. M. Leung
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IEEE Communications Society Information IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-08
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Generative AI for Physical Layer Communications: A Survey IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-03 Nguyen Van Huynh, Jiacheng Wang, Hongyang Du, Dinh Thai Hoang, Dusit Niyato, Diep N. Nguyen, Dong In Kim, Khaled B. Letaief
The recent evolution of generative artificial intelligence (GAI) leads to the emergence of groundbreaking applications such as ChatGPT, which not only enhances the efficiency of digital content production, such as text, audio, video, or even network traffic data, but also enriches its diversity. Beyond digital content creation, GAI’s capability in analyzing complex data distributions offers great potential
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Reconfigurable Intelligent Surface-Empowered Code Index Modulation for High-Rate SISO Systems IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-03 Fatih Cogen, Burak Ahmet Ozden, Erdogan Aydin, Nihat Kabaoglu
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Optimal Spectral Allocation in Citizens Broadband Radio Service IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-03 Zahra Hoobakht, Harsha Gangammanavar, Dinesh Rajan
This paper introduces a deterministic optimization framework for spectrum resource allocation, primarily focusing on the Citizens Broadband Radio Service (CBRS). The proposed framework aims to maximize spectrum utilization with minimum possible transmit power while ensuring that operational constraints are met for diverse users. We present mixed-integer linear programming (MILP) formulations for different
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Multi-Agent Reinforcement Learning for Coordinating Communication and Control IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-04-03 Federico Mason, Federico Chiariotti, Andrea Zanella, Petar Popovski
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Artificial Intelligence for Wireless Physical-Layer Technologies (AI4PHY): A Comprehensive Survey IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-03-29 Neng Ye, Sirui Miao, Jianxiong Pan, Qiaolin Ouyang, Xiangming Li, Xiaolin Hou
Artificial intelligence (AI) has become a promising solution for meeting the stringent performance requirements on wireless physical layer in sixth-generation (6G) communication systems, due to its strong ability to learn complex model, achieve end-to-end optimization and adapt to dynamic environments. This article provides a comprehensive review with respect to artificial intelligence for wireless
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Channel-Robust Class-Universal Spectrum-Focused Frequency Adversarial Attacks on Modulated Classification Models IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-03-26 Sicheng Zhang, Jiangzhi Fu, Jiarun Yu, Huaitao Xu, Haoran Zha, Shiwen Mao, Yun Lin
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Channel Capacity of RIS-Assisted Symbiotic Radios With Imperfect Knowledge of Channels IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-03-20 Qianqian Zhang, Hu Zhou, Ying-Chang Liang, Wei Zhang, H. Vincent Poor
In reconfigurable intelligent surface (RIS)-assisted symbiotic radio (SR) systems, an RIS transmits a secondary signal by modulating its information bits over the radio frequency (RF) signals emitted from a primary transmitter (PTx), and simultaneously, the RIS assists the primary transmission by passive beamforming. Considering the inevitable channel estimation errors arising in practice, in this
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Channel and Hardware Impairment Data Augmentation for Robust Modulation Classification IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-03-19 Erma Perenda, Gerome Bovet, Mariya Zheleva, Sofie Pollin
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Drone Identification Based on Normalized Cyclic Prefix Correlation Spectrum IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-03-19 Hanshuo Zhang, Tao Li, Nan Su, Dishan Wei, Yongzhao Li, Zhijin Wen
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CRNN-ResNet: Combined CRNN and ResNet Networks for OFDM Receivers IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-03-18 Ruru Mei, Zhugang Wang, Xuan Chen
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Federated Distillation in Massive MIMO Networks: Dynamic Training, Convergence Analysis and Communication Channel-Aware Learning IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-03-18 Yuchen Mu, Navneet Garg, Tharmalingam Ratnarajah
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Data Augmentation and Individual Identification Method for Emitters Using Contour Stella Image Mapping IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-03-18 Guangjie Han, Weitao Wang, Zhengwei Xu, Aohan Li
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Online Decentralized Scheduling in Fog Computing for Smart Cities Based On Reinforcement Learning IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-03-18 Gabriele Proietti Mattia, Roberto Beraldi
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Feature Importance-Aware Task-Oriented Semantic Transmission and Optimization IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-03-14 Yining Wang, Shujun Han, Xiaodong Xu, Haotai Liang, Rui Meng, Chen Dong, Ping Zhang
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P2C2M: Parallel Product Complex Circle Manifold for RIS-Aided ISAC Waveform Design IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-03-14 Kai Zhong, Jinfeng Hu, Jun Liu, Dongxu An, Cunhua Pan, Kah Chan Teh, Xianxiang Yu, Huiyong Li
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RobustRMC: Robustness Interpretable Deep Neural Network for Radio Modulation Classification IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-03-14 Jinyin Chen, Danxin Liao, Shilian Zheng, Linhui Ye, Chenyu Jia, Haibin Zheng, Sheng Xiang