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Intelligent Resource Adaptation for Diversified Service Requirements in Industrial IoT IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-11-19 Weiting Zhang, Yiqian He, Tao Zhang, Chenhao Ying, Jiawen Kang
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Adaptive PCI Allocation in Heterogeneous Networks: A DRL-Driven Framework With Hash Table, FAGA, and Guiding Policies IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-11-19 Jiani Li, Heng Yang, Shanshan Li, Zhenyu Liu, Weiran Wang
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Real Field Error Correction for Coded Distributed Computing based Training IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-11-19 Mingjun Dai, Jiale Zhang, Yinglin Zhao, Zhiyou Hua, Shengli Zhang
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Overlapping Entity Relation Extraction for Cybersecurity Based on Complex Tagging and Rule-Enhanced Prompt Learning IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-11-19 Zhaoyun Ding, Fei Wang, Fan Wu, Lehai Xin, Kai Liu, Deqi Cao
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Generative AI on SpectrumNet: An Open Benchmark of Multiband 3D Radio Maps IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-11-19 Shuhang Zhang, Shuai Jiang, Wanjie Lin, Zheng Fang, Kangjun Liu, Hongliang Zhang, Ke Chen
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LiveStream Meta-DAMS: Multipath Scheduler Using Hybrid Meta Reinforcement Learning for Live Video Streaming IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-11-19 Amir Sepahi, Lin Cai, Wenjun Yang, Jianping Pan
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Boosting Robustness in Automatic Modulation Recognition for Wireless Communications IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-11-14 Yuhang Zhao, Yajie Wang, Chuan Zhang, Chunhai Li, Zehui Xiong, Liehuang Zhu, Dusit Niyato
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Chimera: Pioneering Generalized and Adaptable Intelligent Routing in MANETs IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-11-14 Yu Fan, Pengjin Xie, Yucheng Zhang, Liang Liu, Huadong Ma
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Conservative and Risk-Aware Offline Multi-Agent Reinforcement Learning IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-11-14 Eslam Eldeeb, Houssem Sifaou, Osvaldo Simeone, Mohammad Shehab, Hirley Alves
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Joint Access Selection and Computation Offloading in LEO Ubiquitous Edge Computing Networks: An Alternating DRL-Based Approach IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-11-13 Junyi Yang, Yuanjun Zhang, Zhenyu Xiao, Zhu Han
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Enhancing Indoor THz Multi-AP Joint Transmission With IRS: A Clustering and Kalman Filtering Approach for Mobile User IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-11-13 Yishi Zhu, Yuichi Kawamoto, Nei Kato, Kazuto Yano, Toshikazu Sakano
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Performance Analysis of a Novel Relay Selection Scheme for Wireless-Powered Cluster-Based Multi-Hop Cognitive Relay Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-11-13 Hui Sun, Mort Naraghi-Pour, Yuwen Qian, Weixing Sheng, Yubing Han
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An Intelligent Game-Based Anti-Jamming Solution Using Adversarial Populations for Aerial Communication Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-11-11 Yaodong Ma, Kai Liu, Yanming Liu, Xiangfen Wang, Zhongliang Zhao
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Federated Learning-Aided Beam Prediction for Multi-User Millimeter Wave Communications IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-11-11 Cheng-Jui Chuang, Kuang-Hao Liu
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A Novel Neural Network Approach to Proactive 3-D Beamforming IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-11-11 Ioannis Mallioras, Traianos V. Yioultsis, Nikolaos V. Kantartzis, Pavlos I. Lazaridis, Zaharias D. Zaharis
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Model-Knowledge Mutual Reinforcement for Few-Shot Cellular Network Fault Diagnosis IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-11-11 Chengyong Liu, Kun Zhu, Jianpeng Li, Yang Zhang, Dusit Niyato
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CRissNet: An Efficient and Lightweight Network for CSI Feedback in Massive MIMO Systems IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-11-05 Binghui Wang, Yinglei Teng, Yangliu Zhao, Yaxin Yu, Vincent K. N. Lau
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RAN Slicing with Joint Resource Allocation for a Multi-Tenant Multi-Service System IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-11-04 Sidra Tul Muntaha, Maryam Hafeez, Qasim Z. Ahmed, Faheem A. Khan, Zaharias D. Zaharis, Pavlos I. Lazaridis
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Mobile Edge Computing for Multi-Services Digital Twin-Enabled IoT Heterogeneous Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-11-04 Weiqi Liu, Mohammad Arif Hossain, Nirwan Ansari
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An Optimized Neural Network Framework for Designing Spectrally Compatible Radar Waveforms IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-31 Shengnan Shi, Yu Wang, Guolong Cui, Yun Lin, Guan Gui, Hikmet Sari, Fumiyuki Adachi
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Low-Complexity Neural Belief Propagation Decoding Algorithm Based on Tensor Ring Decomposition IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-30 Yuanhui Liang, Chan-Tong Lam, Qingle Wu, Benjamin K. Ng, Sio Kei Im
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Priority-Aware Parallel Transmission towards Dense Satellite Remote Sensing and Communication Integrated Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-28 Lin Qiu, Qian Chen, Shuyi Chen, Weixiao Meng, Cheng Li
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Multi-UAV Trajectory Design for Fair and Secure Communication IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-28 Hongjiang Lei, Dongyang Meng, Haoxiang Ran, Ki-Hong Park, Gaofeng Pan, Mohamed-Slim Alouini
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Delay-Constrained Grant-Free Random Access in MIMO Systems: Distributed Pilot Allocation and Power Control IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-28 Jianan Bai, Zheng Chen, Erik G. Larsson
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DDPG-E2E: A Novel Policy Gradient Approach for End-to-End Communication Systems IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-24 Bolun Zhang, Nguyen Van Huynh, Dinh Thai Hoang, Diep N. Nguyen, Quoc-Viet Pham
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RF-UI: Continuous User Identification Through Gaits Using RFID IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-24 Zhixiong Yang, Ziyi Zhen, Hui Xu, Yajun Zhang, Xinlong Feng
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IQFormer: A Novel Transformer-Based Model With Multi-Modality Fusion for Automatic Modulation Recognition IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-23 Mingyuan Shao, Dingzhao Li, Shaohua Hong, Jie Qi, Haixin Sun
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A Multi-Task Learning Model for Trajectory and Cellular Signal Power Prediction IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-23 Lei Zhang, Jiawangnan Lu, Yuandi Zhang, Xiaochen Lu
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SMTC-CL: Continuous Learning via Selective Multi-Task Coordination for Adaptive Signal Classification IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-23 Xiaoyang Hao, Shuyuan Yang, Ruoyu Liu, Zhixi Feng, Tongqing Peng, Bincheng Huang
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A Self-Supervised-Based Approach of Specific Emitter Identification for the Automatic Identification System IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-22 Dingzhao Li, Mingyuan Shao, Pengfei Deng, Shaohua Hong, Jie Qi, Haixin Sun
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SAMS-GNN: Self-Adaptive Multi-Scale Graph Neural Network for Multi-Band Spectrum Prediction IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-18 Xile Zhang, Yang Peng, Hao Huang, Yu Wang, Qin Wang, Yun Lin, Zhijin Qin, Guan Gui
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Semantic Information Extraction and Multi-Agent Communication Optimization Based on Generative Pre-Trained Transformer IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-17 Li Zhou, Xinfeng Deng, Zhe Wang, Xiaoying Zhang, Yanjie Dong, Xiping Hu, Zhaolong Ning, Jibo Wei
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A Lightweight Learning Framework for Packet Loss Concealment and Speech Enhancement IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-17 Syu-Siang Wang, Chen-Chih Tsai, Wei-Cheng Yu, Shih-Hau Fang
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U-shaped Error Correction Code Transformers IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-17 Dang-Trac Nguyen, Sunghwan Kim
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Learner Referral for Cost-Effective Federated Learning Over Hierarchical IoT Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-14 Yulan Gao, Ziqiang Ye, Yue Xiao, Ming Xiao, Wei Xiang
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Deep Learning-Based Joint Channel Equalization and Symbol Detection for Air-Water Optoacoustic Communications IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-14 Muntasir Mahmud, Mohamed Younis, Masud Ahmed, Fow-Sen Choa
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Snowball Effect in Federated Learning: An Approach of Exponentially Expanding Structures for Optimizing the Training Efficiency IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-14 Guoliang Cheng, Peichun Li, Beihai Tan, Rong Yu, Yuan Wu, Miao Pan
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Distributed Multi-Agent Reinforcement Learning for Heterogeneous NOMA-ALOHA Systems IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-07 Xueyu Wu, Youngwook Ko, Andy M. Tyrrell
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IEEE Communications Society Information IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-07
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Covert Communication in Underlay Multi-Antenna Cognitive Radio Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-07 Hongbin Fan, Weiwei Yang, Hui Shi, Gaofeng Pan, Jiangbo Si, Yutao Wang, Chuanzhen Rong
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3D Trajectory Design for Energy-Constrained Aerial CRNs Under Probabilistic LoS Channel IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-10-01 Hongjiang Lei, Xiaqiu Wu, Ki-Hong Park, Gaofeng Pan
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Intelligent Digital Twin Communication Framework for Addressing Accuracy and Timeliness Tradeoff in Resource-Constrained Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-09-27 Lal Verda Cakir, Craig J. Thomson, Mehmet Özdem, Berk Canberk, Van-Linh Nguyen, Trung Q. Duong
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Multi-Objective Computation Offloading based on Decentralized Deep Reinforcement Learning in Industrial Internet of Things IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-09-24 Yingjie Zhao, Zhengyi Chai, Yalun Li, Hao Huang, Hongshen Kang
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Task-Oriented Communication for Graph Data: A Graph Information Bottleneck Approach IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-09-23 Shujing Li, Yanhu Wang, Shuaishuai Guo, Chenyuan Feng
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Semi-Supervised Domain Adaptation for Automatic Modulation Recognition in Unseen Scenarios IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-09-23 Maomao Zhang, Guofeng Wei, Peng Tang, Xue Ni, Guoru Ding, Huali Wang
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Knowledge-Driven Rapid Adaptation to New Attacks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-09-19 Weilin Wang, Huachun Zhou, Jingfu Yan, Xiaojing Fan
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Class Information Guided Reconstruction for Automatic Modulation Open-Set Recognition IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-09-18 Ziwei Zhang, Mengtao Zhu, Jiabin Liu, Yunjie Li, Shafei Wang
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Window Attention Convolution Network (WACN): A Local Self-Attention Automatic Modulation Recognition Method IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-09-18 Yuan Feng, Kexiao Peng, Jiaolong Wei, Zuping Tang
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IRS-Assisted Spectrum Sensing and Primary-Secondary Transmission for Cognitive Radio Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-09-18 Xiaopeng Liang, Liangji Huang, Qian Deng, Feng Shu, Guangcheng Yu, Jiangzhou Wang
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A Low-Cost and Infrastructure-Less LoRa Wireless Network Testbed for Cognitive Internet of Things IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-09-16 Ye Liu, Pei Tian, Carlo Alberto Boano, Xiaoyuan Ma, Qing Yang, Honggang Wang
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Machine Learning Based Blind Signal Detection for Ambient Backscatter Communication Systems IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-09-10 Han Zhu, Jiamiao Zhan, Chan-Tong Lam, Bidong Chen, Benjamin K. Ng
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Online Learning Based Joint Gateway Selection and User Scheduling in Non-Stationary Air-Ground Networks IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-09-10 Youkun Peng, Gang Feng, Shuang Qin, Fengsheng Wei, Long Zhang
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Grant-Free Random Access With Backscattering Self-Conjugating Metasurfaces IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-09-09 Davide Dardari, Marina Lotti, Nicolò Decarli, Gianni Pasolini
Recently, grant-free random access (GFRA) schemes have received significant attention by the research community as a solution for extremely low-latency and short packet transmissions in new industrial Internet-of-Things and digital twins applications. However, implementing such schemes in the mmWave and THz frequency bands is challenging due to the need for multiple-input multiple-output (MIMO) links
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A Data Augmentation-Based Channel Estimation Scheme for Intelligent Reflecting Surface Assisted Wireless Communication System IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-09-04 Jihong Wang, Zhuo Wang
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Secure Task Offloading in Blockchain-Enabled MEC Networks With Improved PBFT Consensus IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-09-04 Jianbo Du, Zuting Yu, Aijing Sun, Jing Jiang, Haitao Zhao, Ning Zhang, Celimuge Wu, F. Richard Yu
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Recurrent Neural Unit With Frequency Attention for Specific Emitter Identification IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-09-04 Yilin Liao, Haozhe Li, Zijian Tian, Zhaoran Liu, Wenhai Wang, Xinggao Liu
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Optimizing Secrecy Rate for Federated Learning Model Aggregation With Intelligent Reflecting Surface Towards 6G Ubiquitous Intelligence IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-09-04 Bomin Mao, Yingying Wu, Jiajia Liu, Hongzhi Guo, Jiadai Wang, Nei Kato
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Deep Learning-Based Collision-Aware Multi-User Detection for Channel-Modulated Codebooks in Grant-Free Sparse Code Multiple Access Systems IEEE Trans. Cognit. Commun. Netw. (IF 7.4) Pub Date : 2024-09-04 Minsig Han, Metasebia D. Gemeda, Ameha T. Abebe, Chung G. Kang
更新日期：2024-10-28
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