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ORCIDIEEE Transactions on Cognitive Communications and Networking, Volume 11
Volume 11, Number 1, February 2025
- Changyuan Zhao
, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Xuemin Shen, Khaled B. Letaief:
Generative AI for Secure Physical Layer Communications: A Survey. 3-26 - Chengsi Liang, Hongyang Du, Yao Sun, Dusit Niyato, Jiawen Kang, Dezong Zhao, Muhammad Ali Imran:
Generative AI-Driven Semantic Communication Networks: Architecture, Technologies, and Applications. 27-47 - Abdullah Ridwan Hossain, Weiqi Liu, Nirwan Ansari, Abbas Kiani, Tony Saboorian:
AI-Native End-to-End Network Slicing for Next-Generation Mission-Critical Services. 48-58 - Liang Xu, Jian Jiao, Tao Yang, Jianhao Huang, Ye Wang, Qinyu Zhang:
Semantic Utility Loss of Information for Energy Efficient Semantic Status Update Communications. 59-74 - Joohyuk Park, Yongjeong Oh, Seonjung Kim, Yo-Seb Jeon:
Joint Source-Channel Coding for Channel-Adaptive Digital Semantic Communications. 75-89 - Ke Yang, Sixian Wang, Jincheng Dai, Xiaoqi Qin, Kai Niu, Ping Zhang:
SwinJSCC: Taming Swin Transformer for Deep Joint Source-Channel Coding. 90-104 - Yishen Li, Xuechen Chen, Xiaoheng Deng, Jinsong Gui:
Content Adaptive Distributed Joint Source-Channel Coding for Image Transmission With Hyperprior. 105-117 - Cui Ben, Yang Peng, Yu Wang, Qianyun Zhang, Lantu Guo, Yun Lin, Guan Gui:
Enhanced Multi-Band Spectrum Prediction Using Singular Spectrum Analysis and Attention-Based BiLSTM. 118-126 - Youqiang Dong, Min Zhang, Xi Cheng, Hai Wang:
SCM-GNN: A Graph Neural Network-Based Multi-Antenna Spectrum Sensing in Cognitive Radio. 127-144 - Lai Xu, Xue Fu, Yu Wang, Qianyun Zhang, Haitao Zhao, Yun Lin, Guan Gui:
Enhanced Few-Shot Specific Emitter Identification via Phase Shift Prediction and Decoupling. 145-155 - Junlin Zhang, Mingqian Liu, Yunfei Chen, Nan Zhao:
Spatial-Frequency Block Coding Automatic Recognition With Non-Gaussian Interference for Cognitive MIMO-OFDM Systems. 156-167 - Huang Lin, Xuchu Dai, Chongfa Wang:
A Deep Learning Method for Open-Set Transmission Mode Recognition Based on Multiresolution Time-Frequency Spectrograms. 168-183 - Thomas Feys, Liesbet Van der Perre, François Rottenberg:
Toward Energy-Efficient Massive MIMO: Graph Neural Network Precoding for Mitigating Non-Linear PA Distortion. 184-201 - Leopoldo Carro-Calvo, Alejandro de la Fuente, Antonio Melgar, Eduardo Morgado:
Massive MIMO Channel Estimation With Convolutional Neural Network Structures. 202-217 - Muhammad Karam Shehzad, Luca Rose, Stefan Wesemann, Mohamad Assaad, Syed Ali Hassan:
Design of an Efficient CSI Feedback Mechanism in Massive MIMO Systems: A Machine Learning Approach Using Empirical Data. 218-230 - Mingjie Feng, Marwan Krunz:
Online Learning-Based Beamwidth Optimization for Initial Access in Millimeter Wave Cellular Networks. 231-242 - Sunwoo Kim, Yongjun Ahn, Daeyoung Park, Byonghyo Shim:
VOMTC: Vision Objects for Millimeter and Terahertz Communications. 243-257 - Liancheng Zhang, Jichang Wang, Yi Guo, Hongtao Zhang, Lanxin Cheng, Wenhao Xia:
A Self-Attention Mechanism-Based Model to Detect IPv6 Multi-Field Covert Channels. 258-273 - Ning Huang, Chenglong Dou, Yuan Wu, Li Ping Qian, Sheng Zhou, Rongxing Lu:
Image Analysis Oriented Integrated Sensing and Communication via Intelligent Reflecting Surface. 274-287 - Zhiqing Wei, Rubing Yao, Xin Yuan, Huici Wu, Qixun Zhang, Zhiyong Feng:
Precoding Optimization for MIMO-OFDM Integrated Sensing and Communication Systems. 288-299 - Lei Zhou, Jisheng Dai, Weichao Xu, Chunqi Chang:
Joint Target Detection and Channel Estimation for Distributed Massive MIMO ISAC Systems. 300-315 - Ahmed Nasser, Abdulkadir Celik, Ahmed M. Eltawil:
Joint User-Target Pairing, Power Control, and Beamforming for NOMA-Aided ISAC Networks. 316-332 - Sutanu Ghosh, Keshav Singh, Haejoon Jung, Chih-Peng Li, Trung Q. Duong:
On the Performance of Rate Splitting Multiple Access for ISAC in Device-to-Multi-Device IoT Communications. 333-348 - Jifa Zhang, Mingqian Liu, Jie Tang, Nan Zhao, Dusit Niyato, Xianbin Wang:
Joint Design for RIS-Aided ISAC via Deep Unfolding Learning. 349-361 - Kai Zhong, Jinfeng Hu, Ye Yuan, Yuankai Wang, Kah Chan Teh, Cunhua Pan, Huiyong Li, Xianxiang Yu, Guolong Cui:
MIMO Radar Spectrally Compatible Waveform Design via Inequality Constrained Manifold Optimization. 362-374 - Lingyun Xu, Bowen Wang, Ziyang Cheng:
Task-Oriented Hybrid Beamforming for OFDM-DFRC Systems With Flexibly Controlled Space-Frequency Spectra. 375-390 - Jitendra Singh, Suraj Srivastava, Surya P. Yadav, Aditya K. Jagannatham, Lajos Hanzo:
Joint Hybrid Transceiver and Reflection Matrix Design for RIS-Aided mmWave MIMO Cognitive Radio Systems. 391-407 - Shuai Han, Zeyang Sun, Sai Xu, Dan Xie, Cheng Li:
Multi-ARIS Backscatter Enabled Downlink NOMA Communication for Cognitive Radio Systems. 408-422 - Ruizhe Long, Ying-Chang Liang, Marco Di Renzo:
Active Reconfigurable Intelligent Surface-Based Symbiotic Radio: Boosting Mutual Benefits. 423-436 - Yibo Yi, Xinyue Hu, Caihong Kai, Wei Huang:
Resource Allocation Design for RIS-Enhanced Backscatter Wireless-Powered Symbiotic Networks. 437-453 - Baofeng Ji, Jingjing Zhang, Hui Zhang, Yang Yu, Gaoyuan Zhang, Huitao Fan, Shahid Mumtaz:
Performance Analysis of RIS-Enhanced Secure Transmission for Symbiotic IoV Systems. 454-464 - Yazan H. Al-Badarneh, Mustafa Kamal Alshawaqfeh, Osamah S. Badarneh, Yazid M. Khattabi:
Performance Analysis of RIS-Assisted Spectrum Sharing Systems. 465-474 - Xiaodong Zhu, Zhen Liu, Yuzhong Shi, Xiaodong Tu:
Transmission Design for IRS-Aided MIMO Cognitive Radio Systems With Finite Alphabet Inputs and Imperfect CSI. 475-488 - Hao Zhou, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci:
Cooperative Hierarchical Deep Reinforcement Learning-Based Joint Sleep and Power Control in RIS-Aided Energy-Efficient RAN. 489-504 - Jianhua Tang, Fangfang Chen, Jiaping Li, Zi Long Liu:
Learn to Schedule: Data Freshness-Oriented Intelligent Scheduling in Industrial IoT. 505-518 - Yipeng Wang, Xintong Zhang, Yingxu Lai, Zijian Zhao, Yongjian Deng:
Hifoots: A Highly Efficient DDoS Attack Detection Scheme Deployed in Smart IoT Homes. 519-533 - Wei Jiang, Xiao Yuan, Caishi Huang, Li Ping Qian:
NOMA-Assisted Secure Computation Offloading and Resource Allocation in Marine Internet of Things. 534-545 - Wei Zhao, Yu Cheng, Zhi Liu, Xuangou Wu, Nei Kato:
Asynchronous DRL-Based Multi-Hop Task Offloading in RSU-Assisted IoV Networks. 546-555 - Fereidoun H. Panahi, Farzad H. Panahi:
Cellular Coverage Extension Using an Intelligent FSO-Based UAV: An Energy and Spectral Efficient Approach. 556-565 - Yuru Liu, Ting Ma, Xiaohan Qin, Haibo Zhou, Xuemin Sherman Shen:
Reconfigurable RAN Slicing for Ultra-Dense LEO Satellite Networks via DRL. 566-580 - Shengli Liu, Yineng Shen, Jiantao Yuan, Celimuge Wu, Rui Yin:
Storage-Aware Joint User Scheduling and Bandwidth Allocation for Federated Edge Learning. 581-593 - Yunjian Jia, Zhen Huang, Jiping Yan, Yulu Zhang, Kun Luo, Wanli Wen:
Joint Optimization of Resource Allocation and Data Selection for Fast and Cost-Efficient Federated Edge Learning. 594-606 - Lei Zhang, Huaijin Zhang, Xinyi Feng, Haipeng Yang, Fan Cheng:
An Evolutionary Multitasking Method for Multi-Objective Critical Node Detection on Interdependent Networks. 607-620 - Jaewon Yun, Yongjeong Oh, Yo-Seb Jeon, H. Vincent Poor:
Communication-Efficient Federated Learning Over Capacity-Limited Wireless Networks. 621-637 - Yongju Tong, Junlong Chen, Minrui Xu, Jiawen Kang, Zehui Xiong, Dusit Niyato, Chau Yuen, Zhu Han:
Multi-Attribute Auction-Based Resource Allocation for Twins Migration in Vehicular Metaverses: A GPT-Based DRL Approach. 638-654
Volume 11, Number 2, April 2025
- Ziqi Wang, Shiwen Mao:
AIGC for Wireless Sensing: Diffusion-Empowered Human Activity Sensing. 657-671 - Kailin Tan, Jincheng Dai, Zhenyu Liu, Sixian Wang, Xiaoqi Qin, Wenjun Xu, Kai Niu, Ping Zhang:
Rate-Distortion-Perception Controllable Joint Source-Channel Coding for High-Fidelity Generative Semantic Communications. 672-686 - Kexin Zhang, Lixin Li, Wensheng Lin, Yuna Yan, Rui Li, Wenchi Cheng, Zhu Han:
Semantic Successive Refinement: A Generative AI-Aided Semantic Communication Framework. 687-699 - Pengfei Ren, Jingjing Wang, Xiangwang Hou, Jianrui Chen, Chunxiao Jiang:
GAI-Enhanced Robust Semantic Communication With Asymmetric Architecture. 700-711 - Huimei Han, Shanshan Wang, Weidang Lu, Shilian Zheng, Xiaoniu Yang:
Residual CNN-Based Transceiver With Attention-Aided GAN for Unknown Channels. 712-724 - Li Zhou, Xinfeng Deng, Zhe Wang, Xiaoying Zhang, Yanjie Dong, Xiping Hu, Zhaolong Ning, Jibo Wei:
Semantic Information Extraction and Multi-Agent Communication Optimization Based on Generative Pre-Trained Transformer. 725-737 - Xiucheng Wang, Keda Tao, Nan Cheng, Zhisheng Yin, Zan Li, Yuan Zhang, Xuemin Shen:
RadioDiff: An Effective Generative Diffusion Model for Sampling-Free Dynamic Radio Map Construction. 738-750 - Xuanhao Luo, Zhizhen Li, Zhiyuan Peng, Mingzhe Chen, Yuchen Liu:
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks. 751-763 - Shu Xu, Jiexin Zhang, Yinfei Xu, Chunguo Li, Luxi Yang:
Brownian Bridge-Based Diffusion Channel Denoising for ISAC Massive MIMO Systems. 764-776 - Xiaoqiang Zhu, Jiqiang Liu, Tao Zhang, Yuan Liu, Chenyang Wang, Chunpeng Wang, Zhongqi Zhao, Zhu Han:
CPPU: Policy Space Diversity for Informative Path Planning and GAI-Enabled Updating CSI in ISAC. 777-790 - Jiaxiang Wang, Yinchao Yang, Zhaohui Yang, Chongwen Huang, Mingzhe Chen, Zhaoyang Zhang, Mohammad Shikh-Bahaei:
Generative AI Empowered Semantic Feature Multiple Access (SFMA) Over Wireless Networks. 791-804 - Xiaoming He, Huawei Huang, Baozhou Xie, Chun Wang, Ruixin Li, Huajun Cui, Zibin Zheng:
HiveFL: GAN-Empowered Semi-Asynchronous Federated Learning With Self-Determining Clients. 805-816 - Wenji He, Haipeng Yao, Xiaoxu Ren, Tianhao Ouyang, Zehui Xiong, Yuan He, Yunhao Liu:
Dual-Circulation Generative AI for Optimizing Resource Allocation in Multi-Granularity Heterogeneous Federated Learning. 817-831 - Huan Zhou, Qiangqiang Gu, Peng Sun, Xiaokang Zhou, Victor C. M. Leung, Xinggang Fan:
Incentive-Driven and Energy Efficient Federated Learning in Mobile Edge Networks. 832-846 - Zijun Wu, Haijun Zhang, Linpei Li, Yang Lu, Jian Yang:
GAI-Based Resource Management in RIS-Aided Next-Generation Network and Communication. 847-857 - Xinyu Huang, Xue Qin, Mushu Li, Cheng Huang, Xuemin Shen:
Adaptive Digital Twin-Assisted 3C Management for QoE-Driven MSVS: A GAI-Based DRL Approach. 858-872 - Chuangchuang Zhang, Qiang He, Fuliang Li, Xing-Wei Wang, Sahil Garg, M. Shamim Hossain, Zhu Han, Wei Yuan:
GAI-Based Resource and QoE Aware Service Placement in Next-Generation Multi-Domain IoT Networks. 873-885 - Shuhang Zhang, Shuai Jiang, Wanjie Lin, Zheng Fang, Kangjun Liu, Hongliang Zhang, Ke Chen:
Generative AI on SpectrumNet: An Open Benchmark of Multiband 3-D Radio Maps. 886-901 - Ze Chai, Yijing Lin, Zhipeng Gao, Xinlei Yu, Zhiqiang Xie:
Diffusion Model Empowered Efficient Data Distillation Method for Cloud-Edge Collaboration. 902-913 - Qi Guo, Fengxiao Tang, Nei Kato:
Routing for Space-Air-Ground Integrated Network With GAN-Powered Deep Reinforcement Learning. 914-922 - Chuan Zhang, Xixi Zheng, Xiaolong Tao, Chenfei Hu, Weiting Zhang, Liehuang Zhu:
Distributed Collaborative Inference System in Next-Generation Networks and Communication. 923-932 - Babar Ali, Muhammed Golec, Subramaniam Subramanian Murugesan, Huaming Wu, Sukhpal Singh Gill, Félix Cuadrado, Steve Uhlig:
GAIKube: Generative AI-Based Proactive Kubernetes Container Orchestration Framework for Heterogeneous Edge Computing. 933-945 - Weijia Feng, Ruojia Zhang, Yichen Zhu, Chenyang Wang, Chuan Sun, Xiaoqiang Zhu, Xiang Li, Tarik Taleb:
Exploring Collaborative Diffusion Model Inferring for AIGC-Enabled Edge Services. 946-960 - Peichun Li, Huanyu Dong, Li Ping Qian, Sheng Zhou, Yuan Wu:
FlexGen: Efficient On-Demand Generative AI Service With Flexible Diffusion Model in Mobile Edge Networks. 961-973 - Azzedine Idir Ait Said, Abdelkader Mekrache, Karim Boutiba, Kostas Ramantas, Adlen Ksentini, Moufida Rahmani:
5G INSTRUCT Forge: An Advanced Data Engineering Pipeline for Making LLMs Learn 5G. 974-986 - Tingting Yang, Ping Feng, Qixin Guo, Jindi Zhang, Xiufeng Zhang, Jiahong Ning, Xinghan Wang, Zhongyang Mao:
AutoHMA-LLM: Efficient Task Coordination and Execution in Heterogeneous Multi-Agent Systems Using Hybrid Large Language Models. 987-998 - Shiwen Kou, Chungang Yang, Mohan Gurusamy:
GIA: LLM-Enabled Generative Intent Abstraction to Enhance Adaptability for Intent-Driven Networks. 999-1012 - Yixin Fan, Jun Wu:
GAI-AntiCopy: Infrequent Transformation Aided Accuracy-Consistent Copyright Protection for Generative AI Instructions in NGN. 1013-1023 - Van-Tam Hoang, Van-Linh Nguyen, Rong-Guey Chang, Po-Ching Lin, Ren-Hung Hwang, Trung Q. Duong:
Adversarial Attacks Against Shared Knowledge Interpretation in Semantic Communications. 1024-1040 - Zhenju Zhang, Linru Ma, Mingqian Liu, Yunfei Chen, Nan Zhao, Arumugam Nallanathan:
Robust Generative Defense Against Adversarial Attacks in Intelligent Modulation Recognition. 1041-1052 - Kübra Duran, Hyundong Shin, Trung Q. Duong, Berk Canberk:
GenTwin: Generative AI-Powered Digital Twinning for Adaptive Management in IoT Networks. 1053-1063 - Zhaoyun Ding, Fei Wang, Fan Wu, Lehai Xin, Kai Liu, Deqi Cao:
Overlapping Entity Relation Extraction for Cybersecurity Based on Complex Tagging and Rule-Enhanced Prompt Learning. 1064-1077 - Yaju Liu, Siyuan Li, Xi Lin, Xiuzhen Chen, Gaolei Li, Yuchen Liu, Bolin Liao, Jianhua Li:
QoS-Aware Multi-AIGC Service Orchestration at Edges: An Attention-Diffusion-Aided DRL Method. 1078-1090 - Jingyi Ping, Zhongxing Ming, Laizhong Cui:
RAPID: Retrieval and Predictability for Improved Stable Diffusion. 1091-1102 - Ziwei Zhang, Mengtao Zhu, Jiabin Liu, Yunjie Li, Shafei Wang:
Class Information-Guided Reconstruction for Automatic Modulation Open-Set Recognition. 1103-1118 - Amirhossein Taherpour, Abbas Taherpour, Tamer Khattab, Xiaodong Wang:
Large Array Antenna Spectrum Sensing in Cognitive Radio Networks. 1119-1132 - Ye Liu, Pei Tian, Carlo Alberto Boano, Xiaoyuan Ma, Qing Yang, Honggang Wang:
A Low-Cost and Infrastructure-Less LoRa Wireless Network Testbed for Cognitive Internet of Things. 1133-1145 - Minsig Han, Metasebia D. Gemeda, Ameha T. Abebe, Chung Gu Kang:
Deep Learning-Based Collision-Aware Multi-User Detection for Channel-Modulated Codebooks in Grant-Free Sparse Code Multiple Access Systems. 1146-1160 - Yilin Liao, Haozhe Li, Zijian Tian, Zhaoran Liu, Wenhai Wang, Xinggao Liu:
Recurrent Neural Unit With Frequency Attention for Specific Emitter Identification. 1161-1171 - Han Zhu, Jiamiao Zhan, Chan-Tong Lam, Bidong Chen, Benjamin K. Ng:
Machine Learning-Based Blind Signal Detection for Ambient Backscatter Communication Systems. 1172-1183 - Jihong Wang, Zhuo Wang:
A Data Augmentation-Based Channel Estimation Scheme for Intelligent Reflecting Surface-Assisted Wireless Communication System. 1184-1196 - Arun Kumar Sangaiah, Jayakrishnan Anandakrishnan, Aniruth Reddy Devarapelly, Muhammad Luqman Arif Bin Mohamad, Gui-Bin Bian, Mohammed J. F. Alenazi, Salman A. AlQahtani:
R-UAV-Net: Enhanced YOLOv4 With Graph-Semantic Compression for Transformative UAV Sensing in Paddy Agronomy. 1197-1209 - Van-Phuc Bui, Thinh Quang Dinh, Israel Leyva-Mayorga, Shashi Raj Pandey, Eva Lagunas, Petar Popovski:
Semantic Image Encoding and Communication for Earth Observation With LEO Satellites. 1210-1224 - Jianbo Du, Zuting Yu, Aijing Sun, Jing Jiang, Haitao Zhao, Ning Zhang, Celimuge Wu, F. Richard Yu:
Secure Task Offloading in Blockchain-Enabled MEC Networks With Improved PBFT Consensus. 1225-1243 - Lei Zhao, Lin Cai, Wu-Sheng Lu:
Accelerating Federated Learning for Edge Intelligence Using Conjugated Central Acceleration With Inexact Global Line Search. 1244-1257 - Bomin Mao, Yingying Wu, Jiajia Liu, Hongzhi Guo, Jiadai Wang, Nei Kato:
Optimizing Secrecy Rate for Federated Learning Model Aggregation With Intelligent Reflecting Surface Toward 6G Ubiquitous Intelligence. 1258-1267 - Zixuan Bai, Jia Shi, Zan Li, Meng Li, Kwang-Cheng Chen:
Rule-Guided DRL for UAV-Assisted Wireless Sensor Networks With No-Fly Zones Safety. 1268-1280 - Tianqi Zhang, Jianzhe Xue, Yunting Xu, Luofang Jiao, Jiacheng Chen, Haibo Zhou, Lian Zhao:
Handover-Free Multi-Connectivity Mobility Management for Downlink FD-RAN: A Hierarchical DRL-Based Approach. 1281-1296 - Michael N. Dazhi, Hayder Al-Hraishawi, M. R. Bhavani Shankar, Symeon Chatzinotas, Joël Grotz:
Joint NTN Slicing and Admission Control for Infrastructure-as-a-Service: A Deep Learning Aided Multi-Objective Optimization. 1297-1315 - Youkun Peng, Gang Feng, Shuang Qin, Fengsheng Wei, Long Zhang:
Online Learning-Based Joint Gateway Selection and User Scheduling in Non-Stationary Air-Ground Networks. 1316-1331
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