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IEEE Journal of Selected Areas in Communications, Volume 39
Volume 39, Number 1, January 2021
- Geoffrey Ye Li
, Walid Saad, Ayfer Özgür
Series Editorial: Inauguration Issue of the Series on Machine Learning in Communications and Networks. 1-3 - Wei Chen
Solving Sparse Linear Inverse Problems in Communication Systems: A Deep Learning Approach With Adaptive Depth. 4-17 - Eren Balevi
High Dimensional Channel Estimation Using Deep Generative Networks. 18-30 - Hui-Ming Wang
Model Refinement Learning and an Example on Channel Estimation With Universal Noise Model. 31-46 - Li Sun
Generative-Adversarial-Network Enabled Signal Detection for Communication Systems With Unknown Channel Models. 47-60 - Yuxin Lu
Deep Multi-Task Learning for Cooperative NOMA: System Design and Principles. 61-78 - Avi Caciularu
perm2vec: Attentive Graph Permutation Selection for Decoding of Error Correction Codes. 79-88 - Mikolaj Jankowski, Deniz Gündüz
Wireless Image Retrieval at the Edge. 89-100 - Yifei Shen, Yuanming Shi
Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis. 101-115 - Yanan Liu
Situation-Aware Resource Allocation for Multi-Dimensional Intelligent Multiple Access: A Proactive Deep Learning Framework. 116-130 - Hai-xia Peng
Multi-Agent Reinforcement Learning Based Resource Management in MEC- and UAV-Assisted Vehicular Networks. 131-141 - Huiqiang Xie
A Lite Distributed Semantic Communication System for Internet of Things. 142-153 - Xiaofei Wang
Attention-Weighted Federated Deep Reinforcement Learning for Device-to-Device Assisted Heterogeneous Collaborative Edge Caching. 154-169 - Dongzhu Liu
Privacy for Free: Wireless Federated Learning via Uncoded Transmission With Adaptive Power Control. 170-185 - Ningning Ding
Optimal Contract Design for Efficient Federated Learning With Multi-Dimensional Private Information. 186-200 - Hung T. Nguyen
Fast-Convergent Federated Learning. 201-218 - Jinke Ren
Accelerating DNN Training in Wireless Federated Edge Learning Systems. 219-232 - Saurav Prakash
Coded Computing for Low-Latency Federated Learning Over Wireless Edge Networks. 233-250 - Lixing Chen
Seek Common While Shelving Differences: Orchestrating Deep Neural Networks for Edge Service Provisioning. 251-264 - Soheil Abbasloo
Wanna Make Your TCP Scheme Great for Cellular Networks? Let Machines Do It for You! 265-279 - Christian Häger
Physics-Based Deep Learning for Fiber-Optic Communication Systems. 280-294
Volume 39, Number 2, February 2021
- Joel J. P. C. Rodrigues
Guest Editorial: Internet of Things for In-Home Health Monitoring. 295-299 - Nada Y. Philip
Internet of Things for In-Home Health Monitoring Systems: Current Advances, Challenges and Future Directions. 300-310 - Guofa Cai, Yi Fang
Design of an MISO-SWIPT-Aided Code-Index Modulated Multi-Carrier M-DCSK System for e-Health IoT. 311-324 - Xuewan Zhang, Liuqing Yang, Zhiguo Ding
Sparse Vector Coding-Based Multi-Carrier NOMA for In-Home Health Networks. 325-337 - Sudip Misra
DROPS: Dynamic Radio Protocol Selection for Energy-Constrained Wearable IoT Healthcare. 338-345 - Bakkiam David Deebak
Smart Mutual Authentication Protocol for Cloud Based Medical Healthcare Systems Using Internet of Medical Things. 346-360 - Tejasvi Alladi
HARCI: A Two-Way Authentication Protocol for Three Entity Healthcare IoT Networks. 361-369 - Di Lu
xTSeH: A Trusted Platform Module Sharing Scheme Towards Smart IoT-eHealth Devices. 370-383 - Yudi Zhang
Efficient Identity-Based Distributed Decryption Scheme for Electronic Personal Health Record Sharing System. 384-395 - Zhenyu Zhou, Zhao Wang, Haijun Yu, Haijun Liao
Learning-Based URLLC-Aware Task Offloading for Internet of Health Things. 396-410 - Long Zhang, Bin Cao
A Multi-Stage Stochastic Programming-Based Offloading Policy for Fog Enabled IoT-eHealth. 411-425 - Liang Zhou
Cross-Modal Stream Scheduling for eHealth. 426-437 - Luis Sanabria-Russo
CURATE: On-Demand Orchestration of Services for Health Emergencies Prediction and Mitigation. 438-445 - Gianluca Aloi
Simulation-Driven Platform for Edge-Based AAL Systems. 446-462 - Zhaolong Ning
Mobile Edge Computing Enabled 5G Health Monitoring for Internet of Medical Things: A Decentralized Game Theoretic Approach. 463-478 - Dapeng Wu
Exploiting Transfer Learning for Emotion Recognition Under Cloud-Edge-Client Collaborations. 479-490 - Gagangeet Singh Aujla
A Decoupled Blockchain Approach for Edge-Envisioned IoT-Based Healthcare Monitoring. 491-499 - Chao Yang, Xuyu Wang
Respiration Monitoring With RFID in Driving Environments. 500-512 - Shigeng Zhang
Accurate Respiration Monitoring for Mobile Users With Commercial RFID Devices. 513-525 - Osman Salem
Markov Models for Anomaly Detection in Wireless Body Area Networks for Secure Health Monitoring. 526-540 - Carlos M. J. M. Dourado Júnior, Suane Pires P. da Silva, Raul Victor Medeiros da Nóbrega
An Open IoHT-Based Deep Learning Framework for Online Medical Image Recognition. 541-548 - Weiwei Yuan, Guangjie Han
Learning From Mislabeled Training Data Through Ambiguous Learning for In-Home Health Monitoring. 549-561 - Octavian Postolache
Remote Monitoring of Physical Rehabilitation of Stroke Patients Using IoT and Virtual Reality. 562-573 - Chao Tong, Baoyu Liang, Qiang Su, Mengbo Yu, Jiexuan Hu, Ali Kashif Bashir, Zhigao Zheng
Pulmonary Nodule Classification Based on Heterogeneous Features Learning. 574-581 - Andrea Sciarrone
Leveraging IoT Wearable Technology Towards Early Diagnosis of Neurological Diseases. 582-592 - Mohsin Raza
Intelligent IoT Framework for Indoor Healthcare Monitoring of Parkinson's Disease Patient. 593-602 - Ghulam Muhammad
EEG-Based Pathology Detection for Home Health Monitoring. 603-610
Volume 39, Number 3, March 2021
- Xiaoming Chen
Guest Editorial Massive Access for 5G and Beyond - Part I. 611-614 - Xiaoming Chen
Massive Access for 5G and Beyond. 615-637 - Yi Zhong
Spatio-temporal Modeling for Massive and Sporadic Access. 638-651 - Xi Zhang
Statistical Delay and Error-Rate Bounded QoS Provisioning for mURLLC Over 6G CF M-MIMO Mobile Networks in the Finite Blocklength Regime. 652-667 - Nan Jiang
A Decoupled Learning Strategy for Massive Access Optimization in Cellular IoT Networks. 668-685 - Lin Bai
A Collision Resolution Protocol for Random Access in Massive MIMO. 686-699 - Jie Liu
Online Control of Preamble Groups With Priority in Massive IoT Networks. 700-713 - Jihong Yu
Stabilizing Frame Slotted Aloha-Based IoT Systems: A Geometric Ergodicity Perspective. 714-725 - Yiyao Cheng
Orthogonal AMP for Massive Access in Channels With Spatial and Temporal Correlations. 726-740 - Yan Liu
Analyzing Grant-Free Access for URLLC Service. 741-755 - Malong Ke
Massive Access in Cell-Free Massive MIMO-Based Internet of Things: Cloud Computing and Edge Computing Paradigms. 756-772 - Ameha Tsegaye Abebe
MIMO-Based Reliable Grant-Free Massive Access With QoS Differentiation for 5G and Beyond. 773-787 - Ying Cui
Jointly Sparse Signal Recovery and Support Recovery via Deep Learning With Applications in MIMO-Based Grant-Free Random Access. 788-803 - Xiaoyan Kuai, Xiaojun Yuan
Coexistence of Human-Type and Machine-Type Communications in Uplink Massive MIMO. 804-819 - Volodymyr Shyianov
Massive Unsourced Random Access Based on Uncoupled Compressive Sensing: Another Blessing of Massive MIMO. 820-834 - Minjie Tang
Remote State Estimation With Asynchronous Mission-Critical IoT Sensors. 835-850 - Baoquan Yu
Joint Access Control and Resource Allocation for Short-Packet-Based mMTC in Status Update Systems. 851-865 - Ghaith Hattab
Spectrum Sharing for Massive Access in Ultra-Narrowband IoT Systems. 866-880 - Bo Qian
Multi-Operator Spectrum Sharing for Massive IoT Coexisting in 5G/B5G Wireless Networks. 881-895
Volume 39, Number 4, April 2021
- Xiaoming Chen
Guest Editorial Massive Access for 5G and Beyond - Part II. 899-902 - Muye Li, Shun Zhang
A New Path Division Multiple Access for the Massive MIMO-OTFS Networks. 903-918 - Zhipeng Lin
Nested Hybrid Cylindrical Array Design and DoA Estimation for Massive IoT Networks. 919-933 - Xiangming Meng
Advanced NOMA Receivers From a Unified Variational Inference Perspective. 934-948 - Fangqing Tan
Energy-Efficient Non-Orthogonal Multicast and Unicast Transmission of Cell-Free Massive MIMO Systems With SWIPT. 949-968 - Weichao Chen, Shengjie Zhao
Generalized User Grouping in NOMA Based on Overlapping Coalition Formation Game. 969-981 - Heasung Kim
Optimized Shallow Neural Networks for Sum-Rate Maximization in Energy Harvesting Downlink Multiuser NOMA Systems. 982-997 - Zongze Li
Massive Access in Secure NOMA Under Imperfect CSI: Security Guaranteed Sum-Rate Maximization With First-Order Algorithm. 998-1014 - Binghong Liu, Chenxi Liu
Resource Allocation for Energy-Efficient MEC in NOMA-Enabled Massive IoT Networks. 1015-1027 - Yasser F. Al-Eryani
Multiple Access in Cell-Free Networks: Outage Performance, Dynamic Clustering, and Deep Reinforcement Learning-Based Design. 1028-1042 - Mustafa A. Kishk
Exploiting Randomly Located Blockages for Large-Scale Deployment of Intelligent Surfaces. 1043-1056 - Xiao Liu
RIS Enhanced Massive Non-Orthogonal Multiple Access Networks: Deployment and Passive Beamforming Design. 1057-1071 - Placido Mursia
RISMA: Reconfigurable Intelligent Surfaces Enabling Beamforming for IoT Massive Access. 1072-1085 - Shuaifei Chen
Structured Massive Access for Scalable Cell-Free Massive MIMO Systems. 1086-1100 - Sami Khairy
Constrained Deep Reinforcement Learning for Energy Sustainable Multi-UAV Based Random Access IoT Networks With NOMA. 1101-1115 - Chengxiao Liu
Cell-Free Satellite-UAV Networks for 6G Wide-Area Internet of Things. 1116-1131 - Zhuo Sun
Two-Tier Communication for UAV-Enabled Massive IoT Systems: Performance Analysis and Joint Design of Trajectory and Resource Allocation. 1132-1146 - Ziye Jia
Joint HAP Access and LEO Satellite Backhaul in 6G: Matching Game-Based Approaches. 1147-1159 - Wen-Kang Jia
UMUcast: A Framework for Massive Small-Data Delivering in Industrial Internet of Things. 1160-1176
Volume 39, Number 5, May 2021
- Roy D. Yates
Guest Editorial Age of Information. 1179-1182 - Roy D. Yates
Age of Information: An Introduction and Survey. 1183-1210 - Meng Zhang
Pricing Fresh Data. 1211-1225 - Meng Zhang
Optimal and Quantized Mechanism Design for Fresh Data Acquisition. 1226-1239 - Kumar Saurav
Game of Ages in a Distributed Network. 1240-1249 - Aidin Ferdowsi
Neural Combinatorial Deep Reinforcement Learning for Age-Optimal Joint Trajectory and Scheduling Design in UAV-Assisted Networks. 1250-1265 - Bin Li
Achieving Information Freshness With Selfish and Rational Users in Mobile Crowd-Learning. 1266-1276 - Hongtao Lv
Strategy-Proof Online Mechanisms for Weighted AoI Minimization in Edge Computing. 1277-1292 - Yoshiaki Inoue
Age-Effective Information Updating Over Intermittently Connected MANETs. 1293-1308 - Shaoling Hu, Wei Chen
Monitoring Real-Time Status of Analog Sources: A Cross-Layer Approach. 1309-1324 - Nived Rajaraman, Rahul Vaze
Not Just Age but Age and Quality of Information. 1325-1338 - Daojing Guo
Scheduling Real-Time Information-Update Flows for the Optimal Confidence in Estimation. 1339-1351 - Antzela Kosta
The Age of Information in a Discrete Time Queue: Stationary Distribution and Non-Linear Age Mean Analysis. 1352-1364 - Jaya Prakash Champati
Minimum Achievable Peak Age of Information Under Service Preemptions and Request Delay. 1365-1379 - Yifan Gu
Optimizing Information Freshness in Two-Hop Status Update Systems Under a Resource Constraint. 1380-1392 - Haina Zheng, Ke Xiong
Age of Information-Based Wireless Powered Communication Networks With Selfish Charging Nodes. 1393-1411 - Elif Tugçe Ceran
A Reinforcement Learning Approach to Age of Information in Multi-User Networks With HARQ. 1412-1426 - Haoyuan Pan
Coding of Multi-Source Information Streams With Age of Information Requirements. 1427-1440 - Subham Saha
On the Minimum Average Age of Information in IRSA for Grant-Free mMTC. 1441-1455 - Orhan Tahir Yavascan
Analysis of Slotted ALOHA With an Age Threshold. 1456-1470 - Rajshekhar Vishweshwar Bhat
Minimization of Age of Information in Fading Multiple Access Channels. 1471-1484 - Jingzhou Sun, Lehan Wang, Zhiyuan Jiang, Sheng Zhou
Age-Optimal Scheduling for Heterogeneous Traffic With Timely Throughput Constraints. 1485-1498
Volume 39, Number 6, June 2021
- Ian F. Akyildiz
Guest Editorial Special Issue on "THz Communications and Networking". 1499-1505 - Filip Lemic
Survey on Terahertz Nanocommunication and Networking: A Top-Down Perspective. 1506-1543 - Xi Zhang
Optimal Resource Allocations for Statistical QoS Provisioning to Support mURLLC Over FBC-EH-Based 6G THz Wireless Nano-Networks. 1544-1560 - Shihao Ju
Millimeter Wave and Sub-Terahertz Spatial Statistical Channel Model for an Indoor Office Building. 1561-1575 - Jue Wang, Cheng-Xiang Wang
A General 3D Space-Time-Frequency Non-Stationary THz Channel Model for 6G Ultra-Massive MIMO Wireless Communication Systems. 1576-1589 - Johannes M. Eckhardt
Channel Measurements and Modeling for Low-Terahertz Band Vehicular Communications. 1590-1603 - Konstantinos Dovelos
Channel Estimation and Hybrid Combining for Wideband Terahertz Massive MIMO Systems. 1604-1620 - Ziyuan Sha
Channel Estimation and Equalization for Terahertz Receiver With RF Impairments. 1621-1635 - Nizar Bouhlel
Sub-Terahertz Wireless System Using Dual-Polarized Generalized Spatial Modulation With RF Impairments. 1636-1650 - Tianqi Mao
Terahertz Wireless Communications With Flexible Index Modulation Aided Pilot Design. 1651-1662 - Chongwen Huang, Zhaohui Yang
Multi-Hop RIS-Empowered Terahertz Communications: A DRL-Based Hybrid Beamforming Design. 1663-1677 - Bangzhao Zhai
SS-OFDMA: Spatial-Spread Orthogonal Frequency Division Multiple Access for Terahertz Networks. 1678-1692 - Jingbo Tan
Wideband Beam Tracking in THz Massive MIMO Systems. 1693-1710 - Syed Hashim Ali Shah
Power-Efficient Beam Tracking During Connected Mode DRX in mmWave and Sub-THz Systems. 1711-1724 - Feifei Gao
Wideband Beamforming for Hybrid Massive MIMO Terahertz Communications. 1725-1740 - Anwen Liao
Terahertz Ultra-Massive MIMO-Based Aeronautical Communications in Space-Air-Ground Integrated Networks. 1741-1767 - Akhtar Saeed
Variable-Bandwidth Model and Capacity Analysis for Aerial Communications in the Terahertz Band. 1768-1784 - Changhwan Yi
Design and Performance Analysis of THz Wireless Communication Systems for Chip-to-Chip and Personal Area Networks Applications. 1785-1796 - Salman Behboudi Amlashi
Surface Electromagnetic Performance Analysis of a Graphene-Based Terahertz Sensor Using a Novel Spectroscopy Technique. 1797-1816 - Akram Shafie
Coverage Analysis for 3D Terahertz Communication Systems. 1817-1832 - Mustafa F. Ozkoc
The Impact of Multi-Connectivity and Handover Constraints on Millimeter Wave and Terahertz Cellular Networks. 1833-1853
Volume 39, Number 7, July 2021
- Geoffrey Ye Li
Series Editorial: The Second Issue of the Series on Machine Learning in Communications and Networks. 1855-1857 - Lorenzo Maggi
Bayesian Optimization for Radio Resource Management: Open Loop Power Control. 1858-1871 - Jiajia Guo
Deep Learning-Based CSI Feedback for Beamforming in Single- and Multi-Cell Massive MIMO Systems. 1872-1884 - Yuwen Yang
Deep Multimodal Learning: Merging Sensory Data for Massive MIMO Channel Prediction. 1885-1898 - Xiaodan Shao
Feature-Aided Adaptive-Tuning Deep Learning for Massive Device Detection. 1899-1914 - Chi Wu
Channel Prediction in High-Mobility Massive MIMO: From Spatio-Temporal Autoregression to Deep Learning. 1915-1930 - Tao Jiang
Learning to Reflect and to Beamform for Intelligent Reflecting Surface With Implicit Channel Estimation. 1931-1945 - Zhenwen Ren
Multikernel Clustering via Non-Negative Matrix Factorization Tailored Graph Tensor Over Distributed Networks. 1946-1956 - Andreas Buchberger
Pruning and Quantizing Neural Belief Propagation Decoders. 1957-1966 - Simeng Zheng
PR-NN: RNN-Based Detection for Coded Partial-Response Channels. 1967-1982 - Jincheng Dai
Learning to Decode Protograph LDPC Codes. 1983-1999 - Yashas Malur Saidutta
Joint Source-Channel Coding Over Additive Noise Analog Channels Using Mixture of Variational Autoencoders. 2000-2013 - Zhouyou Gu
Knowledge-Assisted Deep Reinforcement Learning in 5G Scheduler Design: From Theoretical Framework to Implementation. 2014-2028 - Jiajia Liu
Distributed Q-Learning Aided Uplink Grant-Free NOMA for Massive Machine-Type Communications. 2029-2041 - Xiao Liu
Machine Learning Empowered Trajectory and Passive Beamforming Design in UAV-RIS Wireless Networks. 2042-2055 - Trung V. Phan
DeepMatch: Fine-Grained Traffic Flow Measurement in SDN With Deep Dueling Neural Networks. 2056-2075 - Wen Wu
Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning. 2076-2089 - Ningning Ding
Optimal Incentive and Load Design for Distributed Coded Machine Learning. 2090-2104 - Myung Cho
Distributed Dual Coordinate Ascent in General Tree Networks and Communication Network Effect on Synchronous Machine Learning. 2105-2119 - Jaeyoung Song
Wireless Distributed Edge Learning: How Many Edge Devices Do We Need? 2120-2134 - Qi Chen, Wei Wang
Cache-Enabled Multicast Content Pushing With Structured Deep Learning. 2135-2149 - Sihui Zheng
Design and Analysis of Uplink and Downlink Communications for Federated Learning. 2150-2167 - Jinhyun So
Byzantine-Resilient Secure Federated Learning. 2168-2181 - Jingzhi Hu
MetaSensing: Intelligent Metasurface Assisted RF 3D Sensing by Deep Reinforcement Learning. 2182-2197 - Sebastian Troia
On Deep Reinforcement Learning for Traffic Engineering in SD-WAN. 2198-2212 - Huandong Wang
Attentional Markov Model for Human Mobility Prediction. 2213-2225 - Shukai Fan, Yongzhi Wu
SIABR: A Structured Intra-Attention Bidirectional Recurrent Deep Learning Method for Ultra-Accurate Terahertz Indoor Localization. 2226-2240 - Rami Akrem Addad
Toward Using Reinforcement Learning for Trigger Selection in Network Slice Mobility. 2241-2253 - Zhida Li
Machine Learning for Detecting Anomalies and Intrusions in Communication Networks. 2254-2264
Volume 39, Number 8, August 2021
- Geoffrey Ye Li
Series Editorial: The Third Issue of the Series on Machine Learning in Communications and Networks. 2267-2270 - Jinghe Wang
Interplay Between RIS and AI in Wireless Communications: Fundamentals, Architectures, Applications, and Open Research Problems. 2271-2288 - Qiyu Hu
Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO With Lens Arrays. 2289-2304 - Yu Wang
An Efficient Specific Emitter Identification Method Based on Complex-Valued Neural Networks and Network Compression. 2305-2317 - Mathieu Goutay
Machine Learning for MU-MIMO Receive Processing in OFDM Systems. 2318-2332 - Pedram Kheirkhah Sangdeh
DeepMux: Deep-Learning-Based Channel Sounding and Resource Allocation for IEEE 802.11ax. 2333-2346 - Foad Sohrabi
Deep Active Learning Approach to Adaptive Beamforming for mmWave Initial Alignment. 2347-2360 - Paul Ferrand
Triplet-Based Wireless Channel Charting: Architecture and Experiments. 2361-2373 - Nilesh Kumar Jha
Online Downlink Multi-User Channel Estimation for mmWave Systems Using Bayesian Neural Network. 2374-2387 - Xisuo Ma
Model-Driven Deep Learning Based Channel Estimation and Feedback for Millimeter-Wave Massive Hybrid MIMO Systems. 2388-2406 - Zhongyuan Zhao
Deep-Waveform: A Learned OFDM Receiver Based on Deep Complex-Valued Convolutional Networks. 2407-2420 - Boxiao Shen
Blind Channel Codes Recognition via Deep Learning. 2421-2433 - Zhenzi Weng
Semantic Communication Systems for Speech Transmission. 2434-2444 - Huan Zhou
Incentive-Driven Deep Reinforcement Learning for Content Caching and D2D Offloading. 2445-2460 - Wenzhong Li
TCP-NeuRoc: Neural Adaptive TCP Congestion Control With Online Changepoint Detection. 2461-2475 - Zhiyuan Xu
PnP-DRL: A Plug-and-Play Deep Reinforcement Learning Approach for Experience-Driven Networking. 2476-2486 - Mohammad Akbari, Mohammad Reza Abedi
Age of Information Aware VNF Scheduling in Industrial IoT Using Deep Reinforcement Learning. 2487-2500 - Minglong Zhang
Fuzzy Logic-Based Resource Allocation Algorithm for V2X Communications in 5G Cellular Networks. 2501-2513 - Chong Huang
Buffer-Aided Relay Selection for Cooperative Hybrid NOMA/OMA Networks With Asynchronous Deep Reinforcement Learning. 2514-2525 - Akash S. Doshi
A Deep Reinforcement Learning Framework for Contention-Based Spectrum Sharing. 2526-2540 - Haozhao Wang
LOSP: Overlap Synchronization Parallel With Local Compensation for Fast Distributed Training. 2541-2557 - Haojun Huang, Cheng Zeng, Yangming Zhao
Scalable Orchestration of Service Function Chains in NFV-Enabled Networks: A Federated Reinforcement Learning Approach. 2558-2571 - Laizhong Cui
Slashing Communication Traffic in Federated Learning by Transmitting Clustered Model Updates. 2572-2589 - Tze-Yang Tung
Effective Communications: A Joint Learning and Communication Framework for Multi-Agent Reinforcement Learning Over Noisy Channels. 2590-2603 - Guanxiong Shen
Radio Frequency Fingerprint Identification for LoRa Using Deep Learning. 2604-2616 - Xueluan Gong
Defense-Resistant Backdoor Attacks Against Deep Neural Networks in Outsourced Cloud Environment. 2617-2631 - Dongqi Han
Evaluating and Improving Adversarial Robustness of Machine Learning-Based Network Intrusion Detectors. 2632-2647 - Yupeng Li
Robust Online Learning against Malicious Manipulation and Feedback Delay With Application to Network Flow Classification. 2648-2663
Volume 39, Number 9, September 2021
- Massimo Tornatore
Guest Editorial Latest Advances in Optical Networks for 5G Communications and Beyond. 2667-2671 - Balázs Vass
Probabilistic Shared Risk Link Groups Modeling Correlated Resource Failures Caused by Disasters. 2672-2687 - Elham Ehsani Moghaddam
Resource Allocation in Space Division Multiplexed Elastic Optical Networks Secured With Quantum Key Distribution. 2688-2700 - Yuan Cao
Hybrid Trusted/Untrusted Relay-Based Quantum Key Distribution Over Optical Backbone Networks. 2701-2718 - Bijoy Chand Chatterjee
Proactive Fragmentation Management Scheme Based on Crosstalk-Avoided Batch Processing for Spectrally-Spatially Elastic Optical Networks. 2719-2733 - Nashid Shahriar
Disruption Minimized Bandwidth Scaling in EON-Enabled Transport Network Slices. 2734-2747 - Yong Liu
Highly-Efficient Switch Migration for Controller Load Balancing in Elastic Optical Inter-Datacenter Networks. 2748-2761 - Chayan Bhar
Energy- and Bandwidth-Efficient, QoS-Aware Edge Caching in Fog-Enhanced Radio Access Networks. 2762-2771 - Eftychia G. Datsika
SDN-Enabled Resource Management for Converged Fi-Wi 5G Fronthaul. 2772-2788 - Gaurav Pandey
Wavelength Division Multiplexed Radio Over Fiber Links for 5G Fronthaul Networks. 2789-2803 - Josep M. Fabrega
Experimental Demonstration of Extended 5G Digital Fronthaul Over a Partially-Disaggregated WDM/SDM Network. 2804-2815 - Apostolos Tsakyridis
Reconfigurable Fiber Wireless IFoF Fronthaul With 60 GHz Phased Array Antenna and Silicon Photonic ROADM for 5G mmWave C-RANs. 2816-2826 - Dinka Milovancev
Analog Coherent-Optical Mobile Fronthaul With Integrated Photonic Beamforming. 2827-2837 - Cheng-Ting Tsai
Quad-Mode VCSEL Optical Carrier for Long-Reach Ka-Band Millimeter-Wave Over Fiber Link. 2838-2848 - István Pelle
Latency-Sensitive Edge/Cloud Serverless Dynamic Deployment Over Telemetry-Based Packet-Optical Network. 2849-2863 - Luis Velasco
Autonomous and Energy Efficient Lightpath Operation Based on Digital Subcarrier Multiplexing. 2864-2877 - Xiaoliang Chen
A Multi-Task-Learning-Based Transfer Deep Reinforcement Learning Design for Autonomic Optical Networks. 2878-2889 - Mohamed Amine Arfaoui
Invoking Deep Learning for Joint Estimation of Indoor LiFi User Position and Orientation. 2890-2905
Volume 39, Number 10, October 2021
- Qingqing Wu
Guest Editorial Special Issue on UAV Communications in 5G and Beyond Networks - Part I. 2907-2911 - Qingqing Wu
A Comprehensive Overview on 5G-and-Beyond Networks With UAVs: From Communications to Sensing and Intelligence. 2912-2945 - Jin-Yuan Wang
Hovering UAV-Based FSO Communications: Channel Modelling, Performance Analysis, and Parameter Optimization. 2946-2959 - Zhangfeng Ma
A Non-Stationary Geometry-Based MIMO Channel Model for Millimeter-Wave UAV Networks. 2960-2974 - Xuesong Cai
Empirical Low-Altitude Air-to-Ground Spatial Channel Characterization for Cellular Networks Connectivity. 2975-2991 - Yu Liu
A Novel Non-Stationary 6G UAV Channel Model for Maritime Communications. 2992-3005 - Samer S. Hanna
UAV Swarm Position Optimization for High Capacity MIMO Backhaul. 3006-3021 - Ning Gao
3-D Deployment of UAV Swarm for Massive MIMO Communications. 3022-3034 - Xuelin Cao, Bo Yang, Chongwen Huang
Reconfigurable Intelligent Surface-Assisted Aerial-Terrestrial Communications via Multi-Task Learning. 3035-3050 - Xidong Mu
Intelligent Reflecting Surface Enhanced Multi-UAV NOMA Networks. 3051-3066 - Wee-Kiat New
Interference-Aware NOMA for Cellular-Connected UAVs: Stochastic Geometry Analysis. 3067-3080 - Xiaopeng Yuan
Joint Design of UAV Trajectory and Directional Antenna Orientation in UAV-Enabled Wireless Power Transfer Networks. 3081-3096 - Yuan Liu, Ke Xiong
UAV-Aided Wireless Power Transfer and Data Collection in Rician Fading. 3097-3113 - Jiakang Zheng, Jiayi Zhang
UAV Communications With WPT-Aided Cell-Free Massive MIMO Systems. 3114-3128 - Rui Han
UAV-Aided Backscatter Communications: Performance Analysis and Trajectory Optimization. 3129-3143 - Helin Yang
Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management. 3144-3159 - Zhiyu Mou, Yu Zhang
Deep Reinforcement Learning Based Three-Dimensional Area Coverage With UAV Swarm. 3160-3176 - Ye Hu
Distributed Multi-Agent Meta Learning for Trajectory Design in Wireless Drone Networks. 3177-3192 - Chenxi Zhao
Multi-UAV Trajectory Planning for Energy-Efficient Content Coverage: A Decentralized Learning-Based Approach. 3193-3207 - Shuqi Chai
Multi-UAV Trajectory and Power Optimization for Cached UAV Wireless Networks With Energy and Content Recharging-Demand Driven Deep Learning Approach. 3208-3224 - Peng Yang
Proactive UAV Network Slicing for URLLC and Mobile Broadband Service Multiplexing. 3225-3244
Volume 39, Number 11, November 2021
- Qingqing Wu
Guest Editorial Special Issue on UAV Communications in 5G and Beyond Networks - Part II. 3247-3251 - Minghui Liwang
Let's Trade in the Future! A Futures-Enabled Fast Resource Trading Mechanism in Edge Computing-Assisted UAV Networks. 3252-3270 - Wanmei Feng
Hybrid Beamforming Design and Resource Allocation for UAV-Aided Wireless-Powered Mobile Edge Computing Networks With NOMA. 3271-3286 - Yuben Qu
Service Provisioning for UAV-Enabled Mobile Edge Computing. 3287-3305 - Zhaolong Ning
5G-Enabled UAV-to-Community Offloading: Joint Trajectory Design and Task Scheduling. 3306-3320 - Shihao Yan
Optimal Transmit Power and Flying Location for UAV Covert Wireless Communications. 3321-3333 - Wei Wang
Robust 3D-Trajectory and Time Switching Optimization for Dual-UAV-Enabled Secure Communications. 3334-3347 - Xiaobo Zhou
UAV-Enabled Covert Wireless Data Collection. 3348-3362 - Yabo Li
Joint Resource, Trajectory, and Artificial Noise Optimization in Secure Driven 3-D UAVs With NOMA and Imperfect CSI. 3363-3377 - Sooeun Song
Multi-UAV Trajectory Optimization Considering Collisions in FSO Communication Networks. 3378-3394 - Zhuohui Yao, Wenchi Cheng
Resource Allocation for 5G-UAV-Based Emergency Wireless Communications. 3395-3410 - Tan Do-Duy
Joint Optimisation of Real-Time Deployment and Resource Allocation for UAV-Aided Disaster Emergency Communications. 3411-3424 - Xi Zhang
AoI-Driven Statistical Delay and Error-Rate Bounded QoS Provisioning for mURLLC Over UAV-Multimedia 6G Mobile Networks Using FBC. 3425-3443 - Mingfeng Huang
A UAV-Assisted Ubiquitous Trust Communication System in 5G and Beyond Networks. 3444-3458 - Hoang Duong Tuan
MPC-Based UAV Navigation for Simultaneous Solar-Energy Harvesting and Two-Way Communications. 3459-3474 - Yanmin Wang, Wei Feng
Hybrid Satellite-UAV-Terrestrial Networks for 6G Ubiquitous Coverage: A Maritime Communications Perspective. 3475-3490 - Ting Ma
UAV-LEO Integrated Backbone: A Ubiquitous Data Collection Approach for B5G Internet of Remote Things Networks. 3491-3505 - Yijun Guo, Changsheng You
UAV Trajectory and Communication Co-Design: Flexible Path Discretization and Path Compression. 3506-3523 - Xiaopeng Yuan
Novel Optimal Trajectory Design in UAV-Assisted Networks: A Mechanical Equivalence-Based Strategy. 3524-3541 - Amr S. Matar
Joint Subchannel Allocation and Power Control in Licensed and Unlicensed Spectrum for Multi-Cell UAV-Cellular Network. 3542-3554 - Geng Sun
Time and Energy Minimization Communications Based on Collaborative Beamforming for UAV Networks: A Multi-Objective Optimization Method. 3555-3572
Volume 39, Number 12, December 2021
- Mingzhe Chen
Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part I. 3575-3578 - Mingzhe Chen
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges. 3579-3605 - Bing Luo
Cost-Effective Federated Learning in Mobile Edge Networks. 3606-3621 - Shuo Wan
Convergence Analysis and System Design for Federated Learning Over Wireless Networks. 3622-3639 - Wei Yang Bryan Lim
Dynamic Edge Association and Resource Allocation in Self-Organizing Hierarchical Federated Learning Networks. 3640-3653 - Qianpiao Ma
FedSA: A Semi-Asynchronous Federated Learning Mechanism in Heterogeneous Edge Computing. 3654-3672 - Hyun-Suk Lee
Adaptive Transmission Scheduling in Wireless Networks for Asynchronous Federated Learning. 3673-3687 - Weiting Zhang
Optimizing Federated Learning in Distributed Industrial IoT: A Multi-Agent Approach. 3688-3703 - Yibo Jin
Budget-Aware Online Control of Edge Federated Learning on Streaming Data With Stochastic Inputs. 3704-3722 - Hong Xing
Federated Learning Over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis. 3723-3741 - Chunmei Xu, Shengheng Liu
Learning Rate Optimization for Federated Learning Exploiting Over-the-Air Computation. 3742-3756 - Dian Fan, Xiaojun Yuan
Temporal-Structure-Assisted Gradient Aggregation for Over-the-Air Federated Edge Learning. 3757-3771 - Lintao Li
Delay Analysis of Wireless Federated Learning Based on Saddle Point Approximation and Large Deviation Theory. 3772-3789 - Meng Zhang
Faithful Edge Federated Learning: Scalability and Privacy. 3790-3804 - Peng Sun
Pain-FL: Personalized Privacy-Preserving Incentive for Federated Learning. 3805-3820 - Mohamed Seif Eldin Mohamed
Privacy Amplification for Federated Learning via User Sampling and Wireless Aggregation. 3821-3835 - Yuzhi Yang
Communication-Efficient Federated Learning With Binary Neural Networks. 3836-3850 - Frank Po-Chen Lin
Semi-Decentralized Federated Learning With Cooperative D2D Local Model Aggregations. 3851-3869 - Dong-Jun Han
FedMes: Speeding Up Federated Learning With Multiple Edge Servers. 3870-3885
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