A comprehensive survey on 6G and beyond: Enabling technologies, opportunities of machine learning and challenges
出版年份 2023 全文链接
标题
A comprehensive survey on 6G and beyond: Enabling technologies, opportunities of machine learning and challenges
作者
关键词
-
出版物
Computer Networks
Volume -, Issue -, Pages 110085
出版商
Elsevier BV
发表日期
2023-11-06
DOI
10.1016/j.comnet.2023.110085
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Machine Learning for mmWave and THz Beam Management: A Survey and Open Challenges
- (2023) M. Qurratulain Khan et al. IEEE Access
- Efficient resource management in 6G communication networks using hybrid quantum deep learning model
- (2023) M Ashwin et al. COMPUTERS & ELECTRICAL ENGINEERING
- A Review on Cell-Free Massive MIMO Systems
- (2023) Joumana Kassam et al. Electronics
- Digital-Twin-Enabled 6G: Vision, Architectural Trends, and Future Directions
- (2022) Latif U. Khan et al. IEEE COMMUNICATIONS MAGAZINE
- Max-Min Fairness Optimization in Uplink Cell-Free Massive MIMO using Meta-Heuristics
- (2022) Filipe Conceicao et al. IEEE TRANSACTIONS ON COMMUNICATIONS
- Toward Energy-Efficient Distributed Federated Learning for 6G Networks
- (2022) Sunder Ali Khowaja et al. IEEE WIRELESS COMMUNICATIONS
- Tactile based Intelligence Touch Technology in IoT configured WCN in B5G/6G-A Survey
- (2022) Mantisha Gupta et al. IEEE Access
- Reconfigurable Intelligent Surface (RIS)-Aided Vehicular Networks: Their Protocols, Resource Allocation, and Performance
- (2022) Yuanbin Chen et al. IEEE Vehicular Technology Magazine
- From distributed machine learning to federated learning: a survey
- (2022) Ji Liu et al. KNOWLEDGE AND INFORMATION SYSTEMS
- End-to-end performance assessment of a 3D network for 6G connectivity on Mars surface
- (2022) Stefano Bonafini et al. Computer Networks
- 6G for Vehicle-to-Everything (V2X) Communications: Enabling Technologies, Challenges, and Opportunities
- (2022) Md. Noor-A-Rahim et al. PROCEEDINGS OF THE IEEE
- Transfer Learning for Wireless Networks: A Comprehensive Survey
- (2022) Cong T. Nguyen et al. PROCEEDINGS OF THE IEEE
- User-Cell Association for Security and Energy Efficiency in Ultra-Dense Heterogeneous Networks
- (2021) Dania Marabissi et al. SENSORS
- SDN/NFV architectures for edge-cloud oriented IoT: A systematic review
- (2021) Partha Pratim Ray et al. COMPUTER COMMUNICATIONS
- An Open Source Testbed for Virtualized Communication Networks
- (2021) Zuo Xiang et al. IEEE COMMUNICATIONS MAGAZINE
- Dynamic Spectrum Management with Network Function Virtualization for UAV Communication
- (2021) Zhengjia Xu et al. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS
- A Tutorial on Ultrareliable and Low-Latency Communications in 6G: Integrating Domain Knowledge Into Deep Learning
- (2021) Changyang She et al. PROCEEDINGS OF THE IEEE
- Using digital twins in viral infection
- (2021) Reinhard Laubenbacher et al. SCIENCE
- 6G: A comprehensive survey on technologies, applications, challenges, and research problems
- (2021) Haitham Hassan H. Mahmoud et al. Transactions on Emerging Telecommunications Technologies
- 5G network slicing: Fundamental concepts, architectures, algorithmics, projects practices, and open issues
- (2021) Fadoua Debbabi et al. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE
- Reconfigurable-Intelligent-Surface Empowered Wireless Communications: Challenges and Opportunities
- (2021) Xiaojun Yuan et al. IEEE WIRELESS COMMUNICATIONS
- Meta-learning in natural and artificial intelligence
- (2021) Jane X Wang Current Opinion in Behavioral Sciences
- 6G Wireless Systems: Vision, Requirements, Challenges, Insights, and Opportunities
- (2021) Harsh Tataria et al. PROCEEDINGS OF THE IEEE
- From 5G to 6G Technology: Meets Energy, Internet-of-Things and Machine Learning: A Survey
- (2021) Mohammed Najah Mahdi et al. Applied Sciences-Basel
- A Survey of Recent Advances in Edge-Computing-Powered Artificial Intelligence of Things
- (2021) Zhuoqing Chang et al. IEEE Internet of Things Journal
- MMSE-Optimal Sequential Processing for Cell-Free Massive MIMO With Radio Stripes
- (2021) Zakir Hussain Shaik et al. IEEE TRANSACTIONS ON COMMUNICATIONS
- A Survey of Computational Intelligence for 6G: Key Technologies, Applications and Trends
- (2021) Baofeng Ji et al. IEEE Transactions on Industrial Informatics
- TeraMIMO: A Channel Simulator for Wideband Ultra-Massive MIMO Terahertz Communications
- (2021) Simon Tarboush et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Distributed UAV-BSs Trajectory Optimization for User-Level Fair Communication Service With Multi-Agent Deep Reinforcement Learning
- (2021) Zhenquan Qin et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- An integrated mixed reality system for safety-aware human-robot collaboration using deep learning and digital twin generation
- (2021) Sung Ho Choi et al. ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING
- Downlink CSI Feedback Algorithm With Deep Transfer Learning for FDD Massive MIMO Systems
- (2021) Jun Zeng et al. IEEE Transactions on Cognitive Communications and Networking
- Fairness and accuracy in horizontal federated learning
- (2021) Wei Huang et al. INFORMATION SCIENCES
- Toward Tailored Resource Allocation of Slices in 6G Networks With Softwarization and Virtualization
- (2021) Haotong Cao et al. IEEE Internet of Things Journal
- Quantum version of MMSE-based massive MIMO uplink detection
- (2020) Yahui Ji et al. Quantum Information Processing
- A framework for image dark data assessment
- (2020) Ke Zhou et al. WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS
- Training deep quantum neural networks
- (2020) Kerstin Beer et al. Nature Communications
- Velocity-Aware Handover Self-Optimization Management for Next Generation Networks
- (2020) Abdulraqeb Alhammadi et al. Applied Sciences-Basel
- Energy- and Cost-Efficient Physical Layer Security in the Era of IoT: The Role of Interference
- (2020) Zhongxiang Wei et al. IEEE COMMUNICATIONS MAGAZINE
- Toward 6G Networks: Use Cases and Technologies
- (2020) Marco Giordani et al. IEEE COMMUNICATIONS MAGAZINE
- Cache-Enabled Unmanned Aerial Vehicles for Cooperative Cognitive Radio Networks
- (2020) Jiachen Yang et al. IEEE WIRELESS COMMUNICATIONS
- Information Scrambling in Quantum Neural Networks
- (2020) Huitao Shen et al. PHYSICAL REVIEW LETTERS
- A Key 6G Challenge and Opportunity—Connecting the Base of the Pyramid: A Survey on Rural Connectivity
- (2020) Elias Yaacoub et al. PROCEEDINGS OF THE IEEE
- Biocyber Interface-Based Privacy for Internet of Bio-nano Things
- (2020) Aya El-Fatyany et al. WIRELESS PERSONAL COMMUNICATIONS
- Active Learning-Based Fault Diagnosis in Self-Organizing Cellular Networks
- (2020) Meng Chen et al. IEEE COMMUNICATIONS LETTERS
- Virtual IoT HoneyNets to Mitigate Cyberattacks in SDN/NFV-Enabled IoT Networks
- (2020) Alejandro Molina Zarca et al. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
- Ten Challenges in Advancing Machine Learning Technologies toward 6G
- (2020) Nei Kato et al. IEEE WIRELESS COMMUNICATIONS
- Ensuring cybersecurity of smart grid against data integrity attacks under concept drift
- (2020) Mostafa Mohammadpourfard et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- An efficient optimization approach for designing machine learning models based on genetic algorithm
- (2020) Khader M. Hamdia et al. NEURAL COMPUTING & APPLICATIONS
- Self-Aware Networks That Optimize Security, QoS, and Energy
- (2020) Erol Gelenbe et al. PROCEEDINGS OF THE IEEE
- Improved quantum algorithm for MMSE-based massive MIMO uplink detection
- (2020) Fan-Xu Meng et al. Quantum Information Processing
- Cognitive radio networks for green wireless communications: an overview
- (2020) Arash Ostovar et al. TELECOMMUNICATION SYSTEMS
- A taxonomy of AI techniques for 6G communication networks
- (2020) Karan Sheth et al. COMPUTER COMMUNICATIONS
- Comprehensive survey of UAVs communication networks
- (2020) Aicha Idriss Hentati et al. COMPUTER STANDARDS & INTERFACES
- FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare
- (2020) Yiqiang Chen et al. IEEE INTELLIGENT SYSTEMS
- Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning
- (2020) Shervin Minaee et al. MEDICAL IMAGE ANALYSIS
- A survey of 5G network systems: challenges and machine learning approaches
- (2020) Hasna Fourati et al. International Journal of Machine Learning and Cybernetics
- Efficient creation of datasets for data-driven power system applications
- (2020) Andreas Venzke et al. ELECTRIC POWER SYSTEMS RESEARCH
- Software‐defined networking security for private data center networks and clouds: Vulnerabilities, attacks, countermeasures, and solutions
- (2020) Abdallah Mustafa Abdelrahman et al. INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS
- The convergence of IoT and distributed ledger technologies (DLT): Opportunities, challenges, and solutions
- (2020) Bahar Farahani et al. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
- Blockchain-Envisioned UAV Communication Using 6G Networks: Open Issues, Use Cases, and Future Directions
- (2020) Shubhani Aggarwal et al. IEEE Internet of Things Journal
- Federated Machine Learning
- (2019) Qiang Yang et al. ACM Transactions on Intelligent Systems and Technology
- Moving forward with molecular communication: from theory to human health applications [point of view]
- (2019) Ian F. Akyildiz et al. PROCEEDINGS OF THE IEEE
- The Cognitive Internet of Vehicles for Autonomous Driving
- (2019) Huimin Lu et al. IEEE NETWORK
- A Survey on Implementation and Applications of Full Duplex Wireless Communications
- (2019) Amirhosein Hajihoseini Gazestani et al. Physical Communication
- Ubiquitous cell-free Massive MIMO communications
- (2019) Giovanni Interdonato et al. EURASIP Journal on Wireless Communications and Networking
- The Roadmap to 6G: AI Empowered Wireless Networks
- (2019) Khaled B. Letaief et al. IEEE COMMUNICATIONS MAGAZINE
- The Internet of Space Things/CubeSats
- (2019) Ian F. Akyildiz et al. IEEE NETWORK
- 6G Wireless Networks: Vision, Requirements, Architecture, and Key Technologies
- (2019) Zhengquan Zhang et al. IEEE Vehicular Technology Magazine
- Learning-Aided Optimization for Energy-Harvesting Devices With Outdated State Information
- (2019) Hao Yu et al. IEEE-ACM TRANSACTIONS ON NETWORKING
- An Anti-Interference Scheme for UAV Data Links in Air–Ground Integrated Vehicular Networks
- (2019) Yixin He et al. SENSORS
- 5G network slicing using SDN and NFV: A survey of taxonomy, architectures and future challenges
- (2019) Alcardo Alex Barakabitze et al. Computer Networks
- Multiple access schemes for Cognitive Radio networks: A survey
- (2019) Ashok Kumar et al. Physical Communication
- A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems
- (2019) Walid Saad et al. IEEE NETWORK
- Cognitive Internet of Vehicles
- (2018) Min Chen et al. COMPUTER COMMUNICATIONS
- Deep Learning for An Effective Non-Orthogonal Multiple Access Scheme
- (2018) Guan Gui et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- On Removing Routing Protocol from Future Wireless Networks: A Real-time Deep Learning Approach for Intelligent Traffic Control
- (2018) Fengxiao Tang et al. IEEE WIRELESS COMMUNICATIONS
- Collaborative Caching and Matching for D2D Content Sharing
- (2018) Dan Wu et al. IEEE WIRELESS COMMUNICATIONS
- Machine learning & artificial intelligence in the quantum domain: a review of recent progress
- (2018) Vedran Dunjko et al. REPORTS ON PROGRESS IN PHYSICS
- A Message Passing Approach to Acquire Mm-wave Channel State Information Based on out-of-band Data
- (2018) Yue Xiu et al. IEEE Access
- From 4G to 5G: Self-organized network management meets machine learning
- (2018) Jessica Moysen et al. COMPUTER COMMUNICATIONS
- Cognitive Radio Network and Network Service Chaining toward 5G: Challenges and Requirements
- (2017) Ioanna Kakalou et al. IEEE COMMUNICATIONS MAGAZINE
- State-of-the-Art Deep Learning: Evolving Machine Intelligence Toward Tomorrow’s Intelligent Network Traffic Control Systems
- (2017) Zubair Md. Fadlullah et al. IEEE Communications Surveys and Tutorials
- A Survey of Machine Learning Techniques Applied to Self-Organizing Cellular Networks
- (2017) Paulo Valente Klaine et al. IEEE Communications Surveys and Tutorials
- Geometric Deep Learning: Going beyond Euclidean data
- (2017) Michael M. Bronstein et al. IEEE SIGNAL PROCESSING MAGAZINE
- Quantum machine learning
- (2017) Jacob Biamonte et al. NATURE
- Technologies for 5G Networks: Challenges and Opportunities
- (2017) Naser Al-Falahy et al. IT Professional
- Quantum Search-Aided Multi-User Detection of IDMA-Assisted Multi-Layered Video Streaming
- (2017) Panagiotis Botsinis et al. IEEE Access
- Wireless Network Virtualization With SDN and C-RAN for 5G Networks: Requirements, Opportunities, and Challenges
- (2017) Edvin J. Kitindi et al. IEEE Access
- A Comprehensive Survey of Pilot Contamination in Massive MIMO—5G System
- (2016) Olakunle Elijah et al. IEEE Communications Surveys and Tutorials
- Cooperation for spectral and energy efficiency in ultra-dense small cell networks
- (2016) Chungang Yang et al. IEEE WIRELESS COMMUNICATIONS
- Massive MIMO Technologies and Challenges towards 5G
- (2016) Haralabos PAPADOPOULOS et al. IEICE TRANSACTIONS ON COMMUNICATIONS
- Machine-to-Machine (M2M) communications: A survey
- (2016) Pawan Kumar Verma et al. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
- Quantum-Enhanced Machine Learning
- (2016) Vedran Dunjko et al. PHYSICAL REVIEW LETTERS
- Massive MIMO Technologies and Challenges towards 5G
- (2016) Haralabos PAPADOPOULOS et al. IEICE TRANSACTIONS ON COMMUNICATIONS
- Joint Quantum-Assisted Channel Estimation and Data Detection
- (2016) Panagiotis Botsinis et al. IEEE Access
- Quantum-Aided Multi-User Transmission in Non-Orthogonal Multiple Access Systems
- (2016) Panagiotis Botsinis et al. IEEE Access
- Towards 1 Gbps/UE in Cellular Systems: Understanding Ultra-Dense Small Cell Deployments
- (2015) David Lopez-Perez et al. IEEE Communications Surveys and Tutorials
- Iterative Quantum-Assisted Multi-User Detection for Multi-Carrier Interleave Division Multiple Access Systems
- (2015) Panagiotis Botsinis et al. IEEE TRANSACTIONS ON COMMUNICATIONS
- The self-configuration of nodes using RSSI in a dense wireless sensor network
- (2015) Mohammad M. Abdellatif et al. TELECOMMUNICATION SYSTEMS
- Three-Dimensional Beamforming: A new enabling technology for 5G wireless networks
- (2014) S. Mohammad Razavizadeh et al. IEEE SIGNAL PROCESSING MAGAZINE
- A Statistical–Physical Model of Interference in Diffusion-Based Molecular Nanonetworks
- (2014) Massimiliano Pierobon et al. IEEE TRANSACTIONS ON COMMUNICATIONS
- Capacity of a Diffusion-Based Molecular Communication System With Channel Memory and Molecular Noise
- (2012) Massimiliano Pierobon et al. IEEE TRANSACTIONS ON INFORMATION THEORY
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