Journal: IEEE Trans. Cogn. Comm. & Networking

Volume 7, Issue 4

1016 -- 1020Dusit Niyato, Kaibin Huang, Mehdi Bennis, Miao Pan, Zehui Xiong, Long Bao Le, Dong In Kim, Li-Chun Wang 0001. IEEE TCCN Special Section Editorial: Convergence of Collaborative Distributed Machine Learning and Edge Computing Toward Intelligent Networking
1021 -- 1031Jingjing Yao, Nirwan Ansari. Secure Federated Learning by Power Control for Internet of Drones
1032 -- 1047Pan Zhou, Shimin Gong, Zichuan Xu, Lixing Chen, Yulai Xie, Changkun Jiang, Xiaofeng Ding. Trustworthy and Context-Aware Distributed Online Learning With Autoscaling for Content Caching in Collaborative Mobile Edge Computing
1048 -- 1065Tri Gia Nguyen, Trung V. Phan, Dinh Thai Hoang, Tu N. Nguyen 0001, Chakchai So-In. Federated Deep Reinforcement Learning for Traffic Monitoring in SDN-Based IoT Networks
1066 -- 1077Fenghui Zhang, Ruilong Deng, Xinsheng Zhao, Michael Mao Wang. Load Balancing for Distributed Intelligent Edge Computing: A State-Based Game Approach
1078 -- 1088Hongda Wu, Ping Wang 0001. Fast-Convergent Federated Learning With Adaptive Weighting
1089 -- 1098Ivana Nikoloska, Josefine Holm, Anders E. Kalør, Petar Popovski, Nikola Zlatanov. Inference Over Wireless IoT Links With Importance-Filtered Updates
1099 -- 1111Sissi Xiaoxiao Wu, Gangqiang Li, Shengli Zhang, Xiaohui Lin. Detection of Insider Attacks in Distributed Projected Subgradient Algorithms
1112 -- 1125Zhen Li, Chunxiao Jiang, Linling Kuang. Double Auction Mechanism for Resource Allocation in Satellite MEC
1126 -- 1141Fahime Khoramnejad, Melike Erol-Kantarci. On Joint Offloading and Resource Allocation: A Double Deep Q-Network Approach
1142 -- 1155Yuqiang Heng, Jeffrey G. Andrews. Machine Learning-Assisted Beam Alignment for mmWave Systems
1156 -- 1170Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar. Ensemble Wrapper Subsampling for Deep Modulation Classification
1171 -- 1185Farrukh Aziz Bhatti, Muhammad Jaleed Khan, Ahmed Selim, Francisco Paisana. Shared Spectrum Monitoring Using Deep Learning
1186 -- 1199Hao Fang, Tao Zhang 0007, Linyuan Zhang, Hao Wu 0006, Guoru Ding, Yueming Cai. Spectrum Sensing Under Illegal Spectrum Access Behaviors in Multiple Authorized Users Scenario
1200 -- 1215Zaheer Khan 0001, Janne J. Lehtomäki, Valerio Selis, Hamed Ahmadi, Alan Marshall 0001. Intelligent Autonomous User Discovery and Link Maintenance for mmWave and TeraHertz Devices With Directional Antennas
1216 -- 1232Yusuke Koda, Masao Shinzaki, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Yushi Shirato, Daisei Uchida, Naoki Kita. Millimeter Wave Communications on Overhead Messenger Wire: Deep Reinforcement Learning-Based Predictive Beam Tracking
1233 -- 1243Alvaro Valcarce, Jakob Hoydis. Toward Joint Learning of Optimal MAC Signaling and Wireless Channel Access
1244 -- 1252Deemah H. Tashman, Walaa Hamouda. Physical-Layer Security on Maximal Ratio Combining for SIMO Cognitive Radio Networks Over Cascaded κ-μ Fading Channels
1253 -- 1265Jun Zeng, Jinlong Sun, Guan Gui, Bamidele Adebisi, Tomoaki Ohtsuki, Haris Gacanin, Hikmet Sari. Downlink CSI Feedback Algorithm With Deep Transfer Learning for FDD Massive MIMO Systems
1266 -- 1279Mounia Bouabdellah, Faissal El Bouanani. A PHY Layer Security of a Jamming-Based Underlay Cognitive Satellite-Terrestrial Network
1280 -- 1290Jihas Khan, Lillykutty Jacob. Cognitive Sub-Band Scheduling and Link Adaptation for 5G URLLC
1291 -- 1303Yasaman Khorsandmanesh, Mohammad Javad Emadi, Ioannis Krikidis. Average Peak Age of Information Analysis for Wireless Powered Cooperative Networks
1304 -- 1319Vivek Chaudhary, Harshan Jagadeesh. Fast-Forward Mitigation Schemes for Cognitive Adversary
1320 -- 1332Yongjun Xu, Haijian Sun, Yinghui Ye. Distributed Resource Allocation for SWIPT-Based Cognitive Ad-Hoc Networks
1333 -- 1346Zhaleh Sadreddini, Erkan Güler, Mohsen Khalily, Halim Yanikomeroglu. MRIRS: Mobile Ad Hoc Routing Assisted With Intelligent Reflecting Surfaces
1347 -- 1362Sahar Imtiaz, Sebastian Schiessl, Georgios P. Koudouridis, James Gross. Coordinates-Based Resource Allocation Through Supervised Machine Learning
1363 -- 1381Liangyu Chen, Bo Hu 0003, Shanzhi Chen, Jianpeng Xu, Guixian Xu. QoE-Aware Resource Allocation for Non-Orthogonal Multiple Access Enhanced HetNets
1382 -- 1398Jie Sun, Feng Liu 0010, Huandong Wang, Manzoor Ahmed, Yong Li 0008, Lianlian Zhang, Hao Zeng. Network Function Placement Under Randomly Arrived Networking Traffic
1399 -- 1411Haomiao Yang, Qixian Zhou, Dongxiao Liu, Hongwei Li 0001, Xuemin Shen. AEALV: Accurate and Efficient Aircraft Location Verification for ADS-B
1412 -- 1429Koya Sato, Daisuke Sugimura. Rate-Adapted Decentralized Learning Over Wireless Networks
1430 -- 1443Zhiyuan Jiang, Yan Liu, Jernej Hribar, Luiz A. DaSilva, Sheng Zhou, Zhisheng Niu. SMART: Situationally-Aware Multi-Agent Reinforcement Learning-Based Transmissions

Volume 7, Issue 3

689 -- 701Mohammed Hirzallah, Marwan Krunz, Balkan Kecicioglu, Belal Hamzeh. 5G New Radio Unlicensed: Challenges and Evaluation
702 -- 714Hao Ye, Geoffrey Ye Li, Biing-Hwang Juang. Deep Learning Based End-to-End Wireless Communication Systems Without Pilots
715 -- 728Hamed Mosavat-Jahromi, Yue Li 0007, Lin Cai 0001, Jianping Pan 0001. Prediction and Modeling of Spectrum Occupancy for Dynamic Spectrum Access Systems
729 -- 738Niranjana Radhakrishnan, Sithamparanathan Kandeepan. An Improved Initialization Method for Fast Learning in Long Short-Term Memory-Based Markovian Spectrum Prediction
739 -- 751Tao Zhang 0057, Kun Zhu 0001, Dusit Niyato. Detection of Sleeping Cells in Self-Organizing Cellular Networks: An Adversarial Auto-Encoder Method
752 -- 766Keita Katagiri, Koya Sato, Kei Inage, Takeo Fujii. Dynamic Radio Map Using Statistical Hypothesis Testing
767 -- 779Yi-Qun Xu, Bangning Zhang, Guoru Ding, Bing Zhao, Shengnan Li, Daoxing Guo. Radio Environment Map Construction Based on Spatial Statistics and Bayesian Hierarchical Model
780 -- 789Yihong Dong, Xiaohan Jiang, Lei Cheng 0003, Qingjiang Shi. SSRCNN: A Semi-Supervised Learning Framework for Signal Recognition
790 -- 801Thao T. Nguyen, Michael R. Souryal. Deterministic Move Lists for Federal Incumbent Protection in the CBRS Band
802 -- 817Hassan Yazdani, Azadeh Vosoughi, Xun Gong. Achievable Rates of Opportunistic Cognitive Radio Systems Using Reconfigurable Antennas With Imperfect Sensing and Channel Estimation
818 -- 833Brian W. Stevens, Mohamed F. Younis. Physical Layer and MAC Design for Self-Reliant Cognitive Multicast Networks Using LTE Resources
834 -- 844Chong Huang, Gaojie Chen, Yu Gong, Zhu Han. Joint Buffer-Aided Hybrid-Duplex Relay Selection and Power Allocation for Secure Cognitive Networks With Double Deep Q-Network
845 -- 855Mohammad Yousefvand, Narayan B. Mandayam. Learning End-User Behavior for Optimized Bidding and User/Network Association
856 -- 870Xin Yuan, Haipeng Yao, Jingjing Wang 0001, Tianle Mai, Mohsen Guizani. Artificial Intelligence Empowered QoS-Oriented Network Association for Next-Generation Mobile Networks
871 -- 880Ricardo Lent. Adaptive DTN Routing: A Neuromorphic Networking Perspective
881 -- 892Laha Ale, Ning Zhang 0007, Xiaojie Fang, Xianfu Chen, Shaohua Wu, Longzhuang Li. Delay-Aware and Energy-Efficient Computation Offloading in Mobile-Edge Computing Using Deep Reinforcement Learning
893 -- 904N. Nishanth, A. Mujeeb. Modeling and Detection of Flooding-Based Denial of Service Attacks in Wireless Ad Hoc Networks Using Uncertain Reasoning
905 -- 916Idayat O. Sanusi, Karim M. Nasr, Klaus Moessner. Radio Resource Management Approaches for Reliable Device-to-Device (D2D) Communication in Wireless Industrial Applications
917 -- 928Zain Ali, Guftaar Ahmad Sardar Sidhu, Feifei Gao, Jing Jiang 0026, Xiaoyan Wang 0003. Deep Learning Based Power Optimizing for NOMA Based Relay Aided D2D Transmissions
929 -- 938Jinho Choi 0001. On Evolutionary Game of Dynamic Devices in NOMA-Based IoT Networks
939 -- 954Zhongxiang Sun, Dingcheng Yang, Lin Xiao 0001, Laurie G. Cuthbert, Fahui Wu, Yutao Zhu 0002. Joint Energy and Trajectory Optimization for UAV-Enabled Relaying Network With Multi-Pair Users
955 -- 969Federico Venturini, Federico Mason, Francesco Pase, Federico Chiariotti, Alberto Testolin, Andrea Zanella, Michele Zorzi. Distributed Reinforcement Learning for Flexible and Efficient UAV Swarm Control
970 -- 984Yizhe Luo, Wenrui Ding, Baochang Zhang 0001. Optimization of Task Scheduling and Dynamic Service Strategy for Multi-UAV-Enabled Mobile-Edge Computing System
985 -- 1001Pankaj K. Sharma, Budharam Yogesh, Deepika Gupta, Dong In Kim. Performance Analysis of IoT-Based Overlay Satellite-Terrestrial Networks Under Interference
1002 -- 1015Ziyang Cheng, Zishu He, Bin Liao. Hybrid Beamforming for Multi-Carrier Dual-Function Radar-Communication System

Volume 7, Issue 2

336 -- 339Chau Yuen, George C. Alexandropoulos, Xiaojun Yuan 0002, Marco Di Renzo, Mérouane Debbah. IEEE TCCN Special Section Editorial: Intelligent Surfaces for Smart Wireless Communications
340 -- 353Sai Li, Liang Yang 0001, Daniel Benevides da Costa, Marco Di Renzo, Mohamed-Slim Alouini. On the Performance of RIS-Assisted Dual-Hop Mixed RF-UWOC Systems
354 -- 368Jinghe Wang, Hanqing Wang, Yu Han, Shi Jin 0002, Xiao Li 0001. Joint Transmit Beamforming and Phase Shift Design for Reconfigurable Intelligent Surface Assisted MIMO Systems
369 -- 382Shanfeng Huang, Shuai Wang 0004, Rui Wang 0007, Miaowen Wen, Kaibin Huang. Reconfigurable Intelligent Surface Assisted Mobile Edge Computing With Heterogeneous Learning Tasks
383 -- 397Liangxin Qian, Ping Yang 0005, Yong Liang Guan 0001, Zi Long Liu 0001, Yue Xiao, Ke Jiang, Ming Xiao. Multi-Dimensional Polarized Modulation for Land Mobile Satellite Communications
398 -- 411Stefano Buzzi, Carmen D'Andrea, Alessio Zappone, Maria Fresia, Yongping Zhang, Shulan Feng. RIS Configuration, Beamformer Design, and Power Control in Single-Cell and Multi-Cell Wireless Networks
412 -- 426Yutong Zhang, Boya Di, Hongliang Zhang, Jinlong Lin, Chenren Xu, Daqing Zhang 0001, Yonghui Li 0001, Lingyang Song. Beyond Cell-Free MIMO: Energy Efficient Reconfigurable Intelligent Surface Aided Cell-Free MIMO Communications
427 -- 440Zhiyang Li 0002, Ming Chen 0001, Zhaohui Yang 0001, Jingwen Zhao, Yinlu Wang, Jianfeng Shi 0001, Chongwen Huang. Energy Efficient Reconfigurable Intelligent Surface Enabled Mobile Edge Computing Networks With NOMA
441 -- 451Jawad Mirza, Bakhtiar Ali. Channel Estimation Method and Phase Shift Design for Reconfigurable Intelligent Surface Assisted MIMO Networks
452 -- 465Eyad Shtaiwi, Hongliang Zhang, Sriram Vishwanath, Moustafa Youssef, Ahmed Abdelhadi, Zhu Han. Channel Estimation Approach for RIS Assisted MIMO Systems
466 -- 481Mohammad Amin Saeidi, Mohammad Javad Emadi, Hamed Masoumi, Mohammad Robat Mili, Derrick Wing Kwan Ng, Ioannis Krikidis. Weighted Sum-Rate Maximization for Multi-IRS-Assisted Full-Duplex Systems With Hardware Impairments
482 -- 495Yashuai Cao, Tiejun Lv, Zhipeng Lin 0001, Wei Ni 0001. Delay-Constrained Joint Power Control, User Detection and Passive Beamforming in Intelligent Reflecting Surface-Assisted Uplink mmWave System
496 -- 510Yingzhuo Sun, Cheng-Xiang Wang 0001, Jie Huang 0004, Jun Wang. A 3D Non-Stationary Channel Model for 6G Wireless Systems Employing Intelligent Reflecting Surfaces With Practical Phase Shifts
511 -- 523Francesco Chiti, Romano Fantacci, Dania Marabissi, Andrea Tani. Correlation-Based Spectrum Sensing With Oversampling and Optimal Weights Selection for OFDM-Based Networks Coexistence in TVWS
524 -- 540Zitong Liu, Guoru Ding, Zheng Wang, Shilian Zheng, Jiachen Sun, QiHui Wu. Cooperative Topology Sensing of Wireless Networks With Distributed Sensors
541 -- 552Ahmadreza Salehi, Amir Zaimbashi, Mikko Valkama. Kernelized-Likelihood Ratio Tests for Binary Phase-Shift Keying Signal Detection
553 -- 566Zhixu Cheng, Jing Zhang 0031, Tiecheng Song, Jing Hu 0002, Xu Bao. Detection Strategy Against Restricted SSDF Attack With Potential Interaction Assistance
567 -- 580Zhi Lin, Min Lin, Wei-Ping Zhu 0001, Jun-Bo Wang, Julian Cheng. Robust Secure Beamforming for Wireless Powered Cognitive Satellite-Terrestrial Networks
581 -- 593Marialisa Scatà, Alessandro Di Stefano, Aurelio La Corte, Pietro Liò. A Multiplex Social Contagion Dynamics Model to Shape and Discriminate D2D Content Dissemination
594 -- 608Nagina Zarin, Anjali Agarwal. Hybrid Radio Resource Management for Time-Varying 5G Heterogeneous Wireless Access Network
609 -- 623Omid Moghimi Kandelusy, Nicholas J. Kirsch. Cognitive Multi-User Multi-Relay Network: A Decentralized Scheduling Technique
624 -- 634Caihong Kai, Hao Zhou, Yibo Yi, Wei Huang 0010. Collaborative Cloud-Edge-End Task Offloading in Mobile-Edge Computing Networks With Limited Communication Capability
635 -- 647Yuhao Wang 0001, Long Chen, Yifan Zhou, Xiaodong Liu, Fuhui Zhou, Naofal Al-Dhahir. Resource Allocation and Trajectory Design in UAV-Assisted Jamming Wideband Cognitive Radio Networks
648 -- 662Kaige Qu, Weihua Zhuang, Xuemin Shen, Xu Li 0001, Jaya Rao. Dynamic Resource Scaling for VNF Over Nonstationary Traffic: A Learning Approach
663 -- 674Sara Khosravi, Hossein Shokri Ghadikolaei, Marina Petrova. Learning-Based Handover in Mobile Millimeter-Wave Networks
675 -- 688Jiayin Chen, Peng Yang 0004, Qiang Ye 0002, Weihua Zhuang, Xuemin Shen, Xu Li 0001. Learning-Based Proactive Resource Allocation for Delay-Sensitive Packet Transmission

Volume 7, Issue 1

1 -- 4Chunxiao Jiang, Guoru Ding, Aly El Gamal, Andrea Zanella, Oliver Holland, Tim O'Shea. IEEE TCCN Special Section Editorial: Machine Learning and Artificial Intelligence for the Physical Layer
5 -- 20Shilian Zheng, Shichuan Chen, Xiaoniu Yang. DeepReceiver: A Deep Learning-Based Intelligent Receiver for Wireless Communications in the Physical Layer
21 -- 33Peihan Qi, Xiaoyu Zhou, Shilian Zheng, Zan Li. Automatic Modulation Classification Based on Deep Residual Networks With Multimodal Information
34 -- 46Yun Lin 0005, Ya Tu, Zheng Dou, Lei Chen 0029, Shiwen Mao. Contour Stella Image and Deep Learning for Signal Recognition in the Physical Layer
47 -- 58Liang Huang 0006, You Zhang, Weijian Pan, Jinyin Chen, Li Ping Qian 0001, Yuan Wu 0001. Visualizing Deep Learning-Based Radio Modulation Classifier
59 -- 72Samer S. Hanna, Samurdhi Karunaratne, Danijela Cabric. Open Set Wireless Transmitter Authorization: Deep Learning Approaches and Dataset Considerations
73 -- 84Liang Wang, Kezhi Wang, Cunhua Pan, Wei Xu 0001, Nauman Aslam, Lajos Hanzo. Multi-Agent Deep Reinforcement Learning-Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing
85 -- 99Zehui Xiong, Yang Zhang 0025, Wei Yang Bryan Lim, Jiawen Kang, Dusit Niyato, Cyril Leung, Chunyan Miao. UAV-Assisted Wireless Energy and Data Transfer With Deep Reinforcement Learning
100 -- 109Jiaxing Wang, Rui Han 0002, Lin Bai 0001, Tao Zhang, Jianwei Liu 0001, Jinho Choi 0001. Coordinated Beamforming for UAV-Aided Millimeter-Wave Communications Using GPML-Based Channel Estimation
110 -- 119Xin-Lin Huang, Yu-Xuan Li, Yu Gao, Xiaowei Tang. Q-Learning-Based Spectrum Access for Multimedia Transmission Over Cognitive Radio Networks
120 -- 132Shaocheng Huang 0001, Yu Ye, Ming Xiao. Learning-Based Hybrid Beamforming Design for Full-Duplex Millimeter Wave Systems
133 -- 144Han Zhang 0006, Ruisi He, Bo Ai, Shuguang Cui, Haoxiang Zhang. Measuring Sparsity of Wireless Channels
145 -- 156Tianyu Hu, Yang Huang 0001, Qiuming Zhu, QiHui Wu. Channel Estimation Enhancement With Generative Adversarial Networks
157 -- 170Wei Li 0059, Xiuzhen Cheng, Zhi Tian, Shengling Wang 0001, Rongfang Bie, Jiguo Yu. Truthful Auction Analysis and Design in Multiunit Heterogenous Spectrum Markets With Reserve Prices
171 -- 183Shu-Feng Cheng, Li-Chun Wang 0001, Chien-Hwa Hwang, Ju-Ya Chen, Li-Yu Cheng. On-Device Cognitive Spectrum Allocation for Coexisting URLLC and eMBB Users in 5G Systems
184 -- 196Weichao Gao, Anirudha Sahoo. Performance Impact of Coexistence Groups in a GAA-GAA Coexistence Scheme in the CBRS Band
197 -- 209Hangqi Li, Xiaohui Zhao 0004. Throughput Maximization With Energy Harvesting in UAV-Assisted Cognitive Mobile Relay Networks
210 -- 221Jian Jiao 0001, Kexin Liang, Bowen Feng, Ye Wang 0002, Shaohua Wu, Qinyu Zhang. Joint Channel Estimation and Decoding for Polar Coded SCMA System Over Fading Channels
222 -- 238Haitham Khaled, Iftekhar Ahmad, Daryoush Habibi, Quoc Viet Phung. A Green Traffic Steering Solution for Next Generation Communication Networks
239 -- 254Alireza Nooraiepour, Waheed U. Bajwa, Narayan B. Mandayam. Learning-Aided Physical Layer Attacks Against Multicarrier Communications in IoT
255 -- 264Ahmet M. Elbir, Kumar Vijay Mishra. Sparse Array Selection Across Arbitrary Sensor Geometries With Deep Transfer Learning
265 -- 278Dongzhu Liu, Guangxu Zhu, Jun Zhang 0004, Kaibin Huang. Data-Importance Aware User Scheduling for Communication-Efficient Edge Machine Learning
279 -- 293Saeed Ghoorchian, Setareh Maghsudi. Multi-Armed Bandit for Energy-Efficient and Delay-Sensitive Edge Computing in Dynamic Networks With Uncertainty
294 -- 303Yi Shi 0001, Kemal Davaslioglu, Yalin E. Sagduyu. Generative Adversarial Network in the Air: Deep Adversarial Learning for Wireless Signal Spoofing
304 -- 318Junling Li, Weisen Shi, Ning Zhang 0007, Xuemin Shen. Delay-Aware VNF Scheduling: A Reinforcement Learning Approach With Variable Action Set
319 -- 335Alia Asheralieva, Dusit Niyato. Bayesian Reinforcement Learning and Bayesian Deep Learning for Blockchains With Mobile Edge Computing