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IEEE Communications Surveys and Tutorials, Volume 24
Volume 24, Number 1, Firstquarter 2022
- Dusit Niyato
:
Editorial: First Quarter 2022 IEEE Communications Surveys and Tutorials. i-vi - Xuemin Shen
, Jie Gao
, Wen Wu
, Mushu Li
, Conghao Zhou
, Weihua Zhuang
:
Holistic Network Virtualization and Pervasive Network Intelligence for 6G. 1-30 - Erik Daniel
, Florian Tschorsch
:
IPFS and Friends: A Qualitative Comparison of Next Generation Peer-to-Peer Data Networks. 31-52 - Hongzhi Guo
, Jingyi Li
, Jiajia Liu
, Na Tian, Nei Kato
:
A Survey on Space-Air-Ground-Sea Integrated Network Security in 6G. 53-87 - Ru Huo
, Shiqin Zeng
, Zhihao Wang
, Jiajia Shang
, Wei Chen
, Tao Huang
, Shuo Wang
, F. Richard Yu
, Yunjie Liu:
A Comprehensive Survey on Blockchain in Industrial Internet of Things: Motivations, Research Progresses, and Future Challenges. 88-122 - Jinxin Liu
, Michele Nogueira
, Johan Fernandes, Burak Kantarci
:
Adversarial Machine Learning: A Multilayer Review of the State-of-the-Art and Challenges for Wireless and Mobile Systems. 123-159 - Yuntao Wang
, Zhou Su
, Jianbing Ni
, Ning Zhang
, Xuemin Shen
:
Blockchain-Empowered Space-Air-Ground Integrated Networks: Opportunities, Challenges, and Solutions. 160-209 - Bomin Mao
, Fengxiao Tang
, Yuichi Kawamoto
, Nei Kato
:
AI Models for Green Communications Towards 6G. 210-247 - Emilie Bout
, Valeria Loscrí
, Antoine Gallais
:
How Machine Learning Changes the Nature of Cyberattacks on IoT Networks: A Survey. 248-279 - Wenjuan Li
, Weizhi Meng
, Lam For Kwok
:
Surveying Trust-Based Collaborative Intrusion Detection: State-of-the-Art, Challenges and Future Directions. 280-305 - J. Andrew Zhang
, Md. Lushanur Rahman
, Kai Wu
, Xiaojing Huang
, Y. Jay Guo
, Shanzhi Chen
, Jinhong Yuan
:
Enabling Joint Communication and Radar Sensing in Mobile Networks - A Survey. 306-345 - Anum Talpur
, Mohan Gurusamy
:
Machine Learning for Security in Vehicular Networks: A Comprehensive Survey. 346-379 - Bernhard Häfner
, Vaibhav Bajpai
, Jörg Ott, Georg A. Schmitt
:
A Survey on Cooperative Architectures and Maneuvers for Connected and Automated Vehicles. 380-403 - Xiaohui Wei, Hao Guo
, Xingwang Wang
, Xiaonan Wang, Meikang Qiu
:
Reliable Data Collection Techniques in Underwater Wireless Sensor Networks: A Survey. 404-431 - Chao Cai
, Rong Zheng
, Jun Luo
:
Ubiquitous Acoustic Sensing on Commodity IoT Devices: A Survey. 432-454 - Anas Chaaban
, Zouheir Rezki, Mohamed-Slim Alouini
:
On the Capacity of Intensity-Modulation Direct-Detection Gaussian Optical Wireless Communication Channels: A Tutorial. 455-491 - Salah Elhoushy
, Mohamed Ibrahim
, Walaa Hamouda
:
Cell-Free Massive MIMO: A Survey. 492-523 - Oscar Ferraz
, Srinivasan Subramaniyan, Ramesh Chinthalaa
, João Andrade, Joseph R. Cavallaro
, Soumitra Kumar Nandy, Vítor Silva, Xinmiao Zhang
, Madhura Purnaprajna
, Gabriel Falcão
:
A Survey on High-Throughput Non-Binary LDPC Decoders: ASIC, FPGA, and GPU Architectures. 524-556 - Zhenyu Xiao
, Lipeng Zhu
, Yanming Liu
, Pengfei Yi
, Rui Zhang
, Xiang-Gen Xia
, Robert Schober:
A Survey on Millimeter-Wave Beamforming Enabled UAV Communications and Networking. 557-610 - Hussein A. Ammar
, Raviraj Adve
, Shahram Shahbazpanahi, Gary Boudreau
, Kothapalli Venkata Srinivas:
User-Centric Cell-Free Massive MIMO Networks: A Survey of Opportunities, Challenges and Solutions. 611-652 - David López-Pérez
, Antonio De Domenico
, Nicola Piovesan
, Xinli Geng, Harvey Bao, Qitao Song, Mérouane Debbah:
A Survey on 5G Radio Access Network Energy Efficiency: Massive MIMO, Lean Carrier Design, Sleep Modes, and Machine Learning. 653-697 - Máté Tömösközi
, Martin Reisslein
, Frank H. P. Fitzek
:
Packet Header Compression: A Principle-Based Survey of Standards and Recent Research Studies. 698-740 - Mahmoud A. M. Albreem
, Alaa H. Alhabbash
, Shahriar Shahabuddin
, Markku J. Juntti
:
Deep Learning for Massive MIMO Uplink Detectors. 741-766
Volume 24, Number 2, Secondquarter 2022
- Pablo Angueira
, Iñaki Val
, Jon Montalban
, Óscar Seijo
, Eneko Iradier
, Pablo Sanz Fontaneda
, Lorenzo Fanari
, Aitor Arriola
:
A Survey of Physical Layer Techniques for Secure Wireless Communications in Industry. 810-838 - Yuan Cao
, Yongli Zhao
, Qin Wang
, Jie Zhang, Soon Xin Ng
, Lajos Hanzo
:
The Evolution of Quantum Key Distribution Networks: On the Road to the Qinternet. 839-894 - Salvador V. Balkus
, Honggang Wang
, Brian D. Cornet, Chinmay Mahabal
, Hieu Ngo, Hua Fang
:
A Survey of Collaborative Machine Learning Using 5G Vehicular Communications. 1280-1303 - Dusit Niyato
:
Editorial: Second Quarter 2022 IEEE Communications Surveys and Tutorials. i-iv - Hossein Pirayesh
, Huacheng Zeng
:
Jamming Attacks and Anti-Jamming Strategies in Wireless Networks: A Comprehensive Survey. 767-809 - An Liu, Zhe Huang, Min Li, Yubo Wan, Wenrui Li, Tony Xiao Han, Chenchen Liu, Rui Du, Danny Kai Pin Tan, Jianmin Lu, Yuan Shen, Fabiola Colone, Kevin Chetty:
A Survey on Fundamental Limits of Integrated Sensing and Communication. 994-1034 - Mojtaba Vaezi
, Amin Azari
, Saeed R. Khosravirad
, Mahyar Shirvanimoghaddam
, Mohammad Mahdi Azari, Danai Chasaki
, Petar Popovski
:
Cellular, Wide-Area, and Non-Terrestrial IoT: A Survey on 5G Advances and the Road Toward 6G. 1117-1174 - Christina Chaccour
, Mehdi Naderi Soorki, Walid Saad
, Mehdi Bennis
, Petar Popovski
, Mérouane Debbah:
Seven Defining Features of Terahertz (THz) Wireless Systems: A Fellowship of Communication and Sensing. 967-993 - Beixiong Zheng
, Changsheng You
, Weidong Mei
, Rui Zhang
:
A Survey on Channel Estimation and Practical Passive Beamforming Design for Intelligent Reflecting Surface Aided Wireless Communications. 1035-1071 - Tong Li, Tong Xia
, Huandong Wang, Zhen Tu
, Sasu Tarkoma, Zhu Han, Pan Hui:
Smartphone App Usage Analysis: Datasets, Methods, and Applications. 937-966 - Zhiwei Cao
, Xin Zhou
, Han Hu
, Zhi Wang
, Yonggang Wen
:
Toward a Systematic Survey for Carbon Neutral Data Centers. 895-936 - Tianxu Li, Kun Zhu
, Nguyen Cong Luong
, Dusit Niyato
, Qihui Wu, Yang Zhang
, Bing Chen
:
Applications of Multi-Agent Reinforcement Learning in Future Internet: A Comprehensive Survey. 1240-1279 - Dmitri Moltchanov
, Eduard S. Sopin
, Vyacheslav Begishev
, Andrey Samuylov, Yevgeni Koucheryavy
, Konstantin E. Samouylov
:
A Tutorial on Mathematical Modeling of 5G/6G Millimeter Wave and Terahertz Cellular Systems. 1072-1116 - Tejasvi Alladi
, Vinay Chamola
, Nishad Sahu
, Vishnu Venkatesh, Adit Goyal
, Mohsen Guizani
:
A Comprehensive Survey on the Applications of Blockchain for Securing Vehicular Networks. 1212-1239 - Yulei Wu
, Hong-Ning Dai
, Haozhe Wang
, Zehui Xiong
, Song Guo
:
A Survey of Intelligent Network Slicing Management for Industrial IoT: Integrated Approaches for Smart Transportation, Smart Energy, and Smart Factory. 1175-1211
Volume 24, Number 3, thirdquarter 2022
- Sangjun Kim
, Kyung-Joon Park
, Chenyang Lu
:
A Survey on Network Security for Cyber-Physical Systems: From Threats to Resilient Design. 1534-1573 - Jing Li
, Yong Niu
, Hao Wu
, Bo Ai
, Sheng Chen
, Zhiyong Feng
, Zhangdui Zhong
, Ning Wang
:
Mobility Support for Millimeter Wave Communications: Opportunities and Challenges. 1816-1842 - Giovanni Geraci
, Adrian García-Rodríguez
, Mohammad Mahdi Azari, Angel Lozano
, Marco Mezzavilla
, Symeon Chatzinotas
, Yun Chen
, Sundeep Rangan
, Marco Di Renzo
:
What Will the Future of UAV Cellular Communications Be? A Flight From 5G to 6G. 1304-1335 - Amar Kaswan
, Prasanta K. Jana
, Sajal K. Das
:
A Survey on Mobile Charging Techniques in Wireless Rechargeable Sensor Networks. 1750-1779 - Shibo He
, Kun Shi
, Chen Liu, Bicheng Guo, Jiming Chen
, Zhiguo Shi
:
Collaborative Sensing in Internet of Things: A Comprehensive Survey. 1435-1474 - Hoang D. Le
, Anh T. Pham
:
Link-Layer Retransmission-Based Error-Control Protocols in FSO Communications: A Survey. 1602-1633 - Zacharenia Garofalaki
, Dimitrios Kosmanos
, Sotiris Moschoyiannis
, Dimitrios Kallergis
, Christos Douligeris
:
Electric Vehicle Charging: A Survey on the Security Issues and Challenges of the Open Charge Point Protocol (OCPP). 1504-1533 - Cristina Alcaraz
, Javier López
:
Digital Twin: A Comprehensive Survey of Security Threats. 1475-1503 - Florian Metzger
, Stefan Geißler
, Alexej Grigorjew
, Frank Loh
, Christian Moldovan
, Michael Seufert
, Tobias Hoßfeld
:
An Introduction to Online Video Game QoS and QoE Influencing Factors. 1894-1925 - Pavel Mach
, Zdenek Becvar
:
Device-to-Device Relaying: Optimization, Performance Perspectives, and Open Challenges Towards 6G Networks. 1336-1393 - Szymon Szott
, Katarzyna Kosek-Szott
, Piotr Gawlowicz
, Jorge Torres Gómez
, Boris Bellalta
, Anatolij Zubow
, Falko Dressler
:
Wi-Fi Meets ML: A Survey on Improving IEEE 802.11 Performance With Machine Learning. 1843-1893 - Xiang Cheng
, Ziwei Huang
, Lu Bai
:
Channel Nonstationarity and Consistency for Beyond 5G and 6G: A Survey. 1634-1669 - Qinqin Tang, F. Richard Yu
, Renchao Xie
, Azzedine Boukerche, Tao Huang
, Yunjie Liu:
Internet of Intelligence: A Survey on the Enabling Technologies, Applications, and Challenges. 1394-1434 - Dusit Niyato
:
Editorial: Third Quarter 2022 IEEE Communications Surveys and Tutorials. i-v - Hui Chen
, Hadi Sarieddeen
, Tarig Ballal
, Henk Wymeersch
, Mohamed-Slim Alouini
, Tareq Y. Al-Naffouri
:
A Tutorial on Terahertz-Band Localization for 6G Communication Systems. 1780-1815 - Chong Han
, Yiqin Wang
, Yuanbo Li
, Yi Chen
, Naveed A. Abbasi
, Thomas Kürner
, Andreas F. Molisch
:
Terahertz Wireless Channels: A Holistic Survey on Measurement, Modeling, and Analysis. 1670-1707 - Salabat Khan
, Fei Luo
, Zijian Zhang
, Mussadiq Abdul Rahim
, Mubashir Ahmad
, Kaishun Wu
:
Survey on Issues and Recent Advances in Vehicular Public-Key Infrastructure (VPKI). 1574-1601 - Anish Shastri, Neharika Valecha
, Enver Bashirov, Harsh Tataria, Michael Lentmaier
, Fredrik Tufvesson
, Michele Rossi
, Paolo Casari
:
A Review of Millimeter Wave Device-Based Localization and Device-Free Sensing Technologies and Applications. 1708-1749
Volume 24, Number 4, Fourthquarter 2022
- Dusit Tao Niyato
:
Editorial: Fourth Quarter 2022 IEEE Communications Surveys and Tutorials. i-v - Seid Koudia
, Angela Sara Cacciapuoti
, Kyrylo Simonov
, Marcello Caleffi
:
How Deep the Theory of Quantum Communications Goes: Superadditivity, Superactivation and Causal Activation. 1926-1956 - Demos Serghiou
, Mohsen Khalily
, Tim W. C. Brown
, Rahim Tafazolli
:
Terahertz Channel Propagation Phenomena, Measurement Techniques and Modeling for 6G Wireless Communication Applications: A Survey, Open Challenges and Future Research Directions. 1957-1996 - Hongliang Zhang
, Boya Di
:
Intelligent Omni-Surfaces: Simultaneous Refraction and Reflection for Full-Dimensional Wireless Communications. 1997-2028 - Muhammad Furqan Haider
, Fei You
, Songbai He
, Timo Rahkonen
, Janne P. Aikio
:
Predistortion-Based Linearization for 5G and Beyond Millimeter-Wave Transceiver Systems: A Comprehensive Survey. 2029-2072 - Yijie Mao
, Onur Dizdar
, Bruno Clerckx
, Robert Schober
, Petar Popovski
, H. Vincent Poor
:
Rate-Splitting Multiple Access: Fundamentals, Survey, and Future Research Trends. 2073-2126 - Jie Wang
, Zheng Yan
, Haiguang Wang, Tieyan Li
, Witold Pedrycz
:
A Survey on Trust Models in Heterogeneous Networks. 2127-2162 - Zhuo Chen
, Liehuang Zhu
, Peng Jiang
, Can Zhang
, Feng Gao, Jialing He, Dawei Xu, Yan Zhang
:
Blockchain Meets Covert Communication: A Survey. 2163-2192 - Xiaofei Wang
, Xiaoxu Ren
, Chao Qiu
, Zehui Xiong
, Haipeng Yao
, Victor C. M. Leung
:
Integrating Edge Intelligence and Blockchain: What, Why, and How. 2193-2229 - Latif U. Khan
, Zhu Han
, Walid Saad
, Ekram Hossain
, Mohsen Guizani
, Choong Seon Hong
:
Digital Twin of Wireless Systems: Overview, Taxonomy, Challenges, and Opportunities. 2230-2254 - Stefan Mihai, Mahnoor Yaqoob
, Hung V. Dang
, William Davis
, Praveer Towakel, Mohsin Raza, Mehmet Karamanoglu
, Balbir Barn, Dattaprasad S. Shetve, Raja Vara Prasad
, Hrishikesh Venkataraman, Ramona Trestian
, Huan Xuan Nguyen
:
Digital Twins: A Survey on Enabling Technologies, Challenges, Trends and Future Prospects. 2255-2291 - Zhibo Wang
, Defang Liu, Yunan Sun
, Xiaoyi Pang
, Peng Sun
, Feng Lin
, John C. S. Lui
, Kui Ren
:
A Survey on IoT-Enabled Home Automation Systems: Attacks and Defenses. 2292-2328 - Forough Shirin Abkenar
, Parisa Ramezani
, Saeid Iranmanesh
, Sarumathi Murali
, Donpiti Chulerttiyawong
, Xinyu Wan
, Abbas Jamalipour
, Raad Raad
:
A Survey on Mobility of Edge Computing Networks in IoT: State-of-the-Art, Architectures, and Challenges. 2329-2365 - Emna Baccour, Naram Mhaisen
, Alaa Awad Abdellatif
, Aiman Erbad
, Amr Mohamed
, Mounir Hamdi
, Mohsen Guizani
:
Pervasive AI for IoT Applications: A Survey on Resource-Efficient Distributed Artificial Intelligence. 2366-2418 - Zubair Md. Fadlullah
, Bomin Mao
, Nei Kato
:
Balancing QoS and Security in the Edge: Existing Practices, Challenges, and 6G Opportunities With Machine Learning. 2419-2448 - Hamza Djigal
, Jia Xu
, Linfeng Liu
, Yan Zhang
:
Machine and Deep Learning for Resource Allocation in Multi-Access Edge Computing: A Survey. 2449-2494 - Bharat Agarwal
, Mohammed Amine Togou
, Marco Ruffini
, Gabriel-Miro Muntean
:
A Comprehensive Survey on Radio Resource Management in 5G HetNets: Current Solutions, Future Trends and Open Issues. 2495-2534 - Estefanía Coronado
, Rasoul Behravesh
, Tejas Subramanya, Adriana Fernández-Fernández
, Muhammad Shuaib Siddiqui, Xavier Costa-Pérez, Roberto Riggio
:
Zero Touch Management: A Survey of Network Automation Solutions for 5G and 6G Networks. 2535-2578 - Berke Tezergil
, Ertan Onur
:
Wireless Backhaul in 5G and Beyond: Issues, Challenges and Opportunities. 2579-2632 - Mohammad Mahdi Azari, Sourabh Solanki
, Symeon Chatzinotas
, Oltjon Kodheli
, Hazem Sallouha
, Achiel Colpaert
, Jesus Fabian Mendoza Montoya, Sofie Pollin
, Alireza Haqiqatnejad
, Arsham Mostaani
, Eva Lagunas
, Björn E. Ottersten:
Evolution of Non-Terrestrial Networks From 5G to 6G: A Survey. 2633-2672

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