Quantum Machine Learning for 6G Communication Networks: State-of-the-Art and Vision for the Future
Nawaz, Syed Junaid, Sharma, Shree Krishna, Wyne, Shurjeel, Patwary, Mohammad N., Asaduzzaman, Md.·2019·IEEE Access
Cited by (647)
Items 101–200 of 647
- The Potential Short- and Long-Term Disruptions and Transformative Impacts of 5G and Beyond Wireless Networks: Lessons Learnt From the Development of a 5G Testbed EnvironmentMohmammad N. Patwary, Syed Junaid Nawaz, Md. Abdur Rahman, Shree Krishna Sharma, Mamunur Rashid, Stuart John Barnes · 2020 · IEEE Access
- Probabilistic Spectrum Sensing Based on Feature Detection for 6G Cognitive Radio: A SurveyAntoni Ivanov, Krasimir Tonchev, Vladimir K. Poulkov, Agata H. Manolova · 2021 · IEEE Access
- SDN and NFV for QoE-driven multimedia services delivery: The road towards 6G and beyond networksAlcardo Alex Barakabitze, Ray Walshe · 2022 · Computer Networks
- Review of optical and wireless backhaul networks and emerging trends of next generation 5G and 6G technologiesTeena Sharma, Abdellah Chehri, Paul Fortier · 2020 · Transactions on Emerging Telecommunications Technologies
- Future Wireless Communication Technology towards 6G IoT: An Application-Based Analysis of IoT in Real-Time Location Monitoring of Employees Inside Underground Mines by Using BLESushant Kumar Pattnaik, Soumya Ranjan Samal, Shuvabrata Bandopadhaya, K. P. Swain, Subhashree Choudhury, Jitendra Kumar Das, Albena Mihovska, Vladimir K. Poulkov · 2022 · Sensors
- Shift to 6G: Exploration on trends, vision, requirements, technologies, research, and standardization effortsDhinesh Kumar R, Suresh Chavhan · 2022 · Sustainable Energy Technologies and Assessments
- 6G networks for artificial intelligence-enabled smart cities applications: A scoping reviewPrabhat Ranjan Singh, Vivek Kumar Singh, Rahul Yadav, Sachchida Nand Chaurasia · 2023 · Telematics and Informatics Reports
- Applications of Machine Learning in Networking: A Survey of Current Issues and Future ChallengesMohammad Azmi Ridwan, Nurul Asyikin Mohamed Radzi, Fairuz Abdullah, Yanti Erana Jalil · 2021 · IEEE Access
- A Recent Survey on 6G Vehicular Technology, Applications and ChallengesG. Kirubasri, S. Sankar, Digvijay Pandey, Binay Kumar Pandey, Harinder Singh, Rohit Anand · 2021 · International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO)
- Poisoning attacks and countermeasures in intelligent networks: Status quo and prospectsChen Wang, Jian Chen, Yang Yang, Xiaoqiang Ma, Jiangchuan Liu · 2021 · Digital Communications and Networks
- Sixth Generation (6G) Cognitive Radio Network (CRN) Application, Requirements, Security Issues, and Key ChallengesMuhammad Muzamil Aslam, Liping Du, Xiaoyan Zhang, Yueyun Chen, Zahoor Ahmed, Bushra Qureshi · 2021 · Wireless Communications and Mobile Computing
- Resource Management for Edge Intelligence (EI)-Assisted IoV Using Quantum-Inspired Reinforcement LearningDan Wang, Bin Song, Peng Lin, Fei Richard Yu, Xiaojiang Du, Mohsen Guizani · 2021 · IEEE Internet of Things Journal
- Quantum Machine Learning: Scope for real-world problemsAbhishek Jadhav, Akhtar Rasool, Manasi Gyanchandani · 2023 · Procedia Computer Science
- Transition technologies towards 6G networksThiago R. Raddo, Simon Rommel, Bruno Cimoli, Christos Vagionas, Diego Pérez‐Galacho, Evangelos Pikasis, Evangelos Grivas, Konstantinos Ntontin, Michael Katsikis, Dimitrios S. Kritharidis et al. · 2021 · EURASIP Journal on Wireless Communications and Networking
- 6G Communication: Envisioning the Key Issues and ChallengesSabuzima Nayak, Ripon Patgiri · 2020 · EAI Endorsed Transactions on Internet of Things
- Distributed Beamforming Techniques for Cell-Free Wireless Networks Using Deep Reinforcement LearningFiras Fredj, Yasser F. Al-Eryani, Setareh Maghsudi, Mohamed Akrout, Ekram Hossain · 2022 · IEEE Transactions on Cognitive Communications and Networking
- Software-Defined Networking: Categories, Analysis, and Future DirectionsMudassar Hussain, Nadir Shah, Rashid Amin, Sultan S. Alshamrani, Aziz Alotaibi, Syed Mohsan Raza · 2022 · Sensors
- Quantum Neural Networks for Resource Allocation in Wireless CommunicationsBhaskara Narottama, Soo Young Shin · 2021 · IEEE Transactions on Wireless Communications
- Quantum for 6G communication: A perspectiveMuhammad Zulfiqar Ali, Abdoalbaset Abohmra, Muhammad Usman, Adnan Zahid, Hadi Heidari, Muhammad Ali Imran, Qammer H. Abbasi · 2023 · IET Quantum Communication
- Integration of Hybrid Networks, AI, Ultra Massive-MIMO, THz Frequency, and FBMC Modulation Toward 6G Requirements: A ReviewNura A. Alhaj, Mohd Faizal Jamlos, Sulastri Abdul Manap, Samah Abdelsalam, Abdelmoneim A. Bakhit, Rizalman Mamat, Mohd Aminudin Jamlos, Mohammed S. M. Gismalla, Mosab Hamdan · 2023 · IEEE Access
- A perspective on 6G: Requirement, technology, enablers, challenges and future road mapPartha Pratim Ray · 2021 · Journal of Systems Architecture
- 6G Communication Networks: Introduction, Vision, Challenges, and Future DirectionsPawan Meena, Monti Babulal Pal, Praphula Kumar Jain, Rajendra Pamula · 2022 · Wireless Personal Communications
- Blockchain technology meets 6 G wireless networks: A systematic surveyKhan Maaz Bin Hasan, Mohammad Sajid, Maria Lapina, Mohammad Shahid, Ketan V. Kotecha · 2024 · Alexandria Engineering Journal
- Role of Wireless Communication in Healthcare System to Cater Disaster Situations Under 6G VisionMuhammad Bilal Janjua, Ahmet Enes Duranay, Hüseyin Arslan · 2020 · Frontiers in Communications and Networks
- A Review of Energy Efficiency and Power Control Schemes in Ultra-Dense Cell-Free Massive MIMO Systems for Sustainable 6G Wireless CommunicationAgbotiname Lucky Imoize, Hope Ikoghene Obakhena, Francis Ifeanyi Anyasi, Samarendra Nath Sur · 2022 · Sustainability
- A Collaborative Metaverse based A-La-Carte Framework for Tertiary Education (CO-MATE)Swati Joshi, P. J. Pramod · 2023 · Heliyon
- Making Sense of Meaning: A Survey on Metrics for Semantic and Goal-Oriented CommunicationTilahun Melkamu Getu, Georges Kaddoum, Mehdi Bennis · 2023 · IEEE Access
- A New Alliance of Machine Learning and Quantum Computing: Concepts, Attacks, and Challenges in IoT NetworksVinay Rishiwal, Udit Agarwal, Mano Yadav, Sudeep Tanwar, Deepak Garg, Mohsen Guizani · 2025 · IEEE Internet of Things Journal
- A roadmap of next-generation wireless technology for 6g-enabled vehicular networksAdhikari, Mainak, Hazra, Abhishek, Menon, Varun G, Chaurasia, Brijesh K, Mumtaz, Shahid · 2021 · IEEE Internet of Things Magazine
- Machine Learning for Physical Layer in 5G and beyond Wireless Networks: A SurveyJawad Tanveer, Amir Haider, Rashid Ali, Ajung Kim · 2021 · Electronics
- Efficient resource management in 6G communication networks using hybrid quantum deep learning modelM Ashwin, Abdulrahman Saad Alqahtani, Azath Mubarakali, B Sivakumar · 2023 · Computers & Electrical Engineering
- A Survey on Goal-Oriented Semantic Communication: Techniques, Challenges, and Future DirectionsTilahun Melkamu Getu, Georges Kaddoum, Mehdi Bennis · 2024 · IEEE Access
- Mitigating 5G security challenges for next-gen industry using quantum computingCherry Mangla, Shalli Rani, Nawab Muhammad Faseeh Qureshi, Aman Deep Singh · 2022 · Journal of King Saud University - Computer and Information Sciences
- Energy-Aware UAV Based on Blockchain Model Using IoE Application in 6G Network-Driven CybertwinAtul B. Kathole, Jayashree Katti, Dharmesh Dhabliya, Vivek Deshpande, Anand Singh Rajawat, S. B. Goyal, Maria Simona Raboacă, Traian Candin Mihălţan, Chaman Verma, George Dan Suciu · 2022 · Energies
- Learning IoV in 6G: Intelligent Edge Computing for Internet of Vehicles in 6G Wireless CommunicationsHe Li, Kaoru Ota, Mianxiong Dong · 2023 · IEEE Wireless Communications
- Review on 6G communication and its architecture, technologies included, challenges, security challenges and requirements, applications, with respect to AI domainPranita Bhide, Dhanush Shetty, Suresh Mikkili · 2024 · IET Quantum Communication
- Machine Learning Techniques for Detecting Attackers During Quantum Key Distribution in IoT Networks With Application to Railway ScenariosHasan Abbas Al-Mohammed, Afnan Al-Ali, Elias E. Yaacoub, Uvais Ahmed Qidwai, Khalid Abualsaud, Stanisław Rzewuski, Adam Flizikowski · 2021 · IEEE Access
- Integration of Sensing, Communication, and Computing for Metaverse: A SurveyXiaojie Wang, Qi Guo, Zhaolong Ning, Lei Guo, Guoyin Wang, Xinbo Gao, Yan Zhang · 2024 · ACM Computing Surveys
- B5G and 6G: Next Generation Wireless Communications Technologies, Demand and ChallengesEvizal Abdul Kadir, Raed M. Shubair, Sharul Kamal Abdul Rahim, Mohamed Himdi, Muhammad Ramlee Kamarudin, Sri Listia Rosa · 2021 · International Congress of Advanced Technology and Engineering (ICOTEN)
- Quantum Machine Learning for Next-G Wireless Communications: Fundamentals and the Path AheadBhaskara Narottama, Zina Mohamed, Sonia Aı̈ssa · 2023 · IEEE Open Journal of the Communications Society
- Blockchain for IoV in 6G environment: review solutions and challengesKrushali Shah, Swapnil Chadotra, Sudeep Tanwar, Rajesh Gupta, Neeraj Kumar · 2022 · Cluster Computing
- A vision towards integrated 6G communication networks: Promising technologies, architecture, and use-casesPreksha Jain, Akhil Gupta, Neeraj Kumar · 2022 · Physical Communication
- Leveraging AI‐enabled 6G‐driven IoT for sustainable smart citiesBhavya Gera, Yuvraj Singh Raghuvanshi, Oshin Rawlley, Shashank Rai Gupta, Amit Dua, Parjanay Sharma · 2023 · International Journal of Communication Systems
- Design Methodology for 6G End-to-End System: Hexa-X-II PerspectiveSylvaine Kerboeuf, Pawani Porambage, Akshay Jain, Patrik Rugeland, Gustav Wikström, Mårten Ericson, Dinh Thai Bui, Abdelkader Outtagarts, Heikki Karvonen, Pol Alemany et al. · 2024 · IEEE Open Journal of the Communications Society
- Design and Feasibility Verification of 6G Wireless Communication Systems with State of the Art TechnologiesRavilla Dilli · 2021 · International Journal of Wireless Information Networks
- Cooperative Power-Domain NOMA Systems: An OverviewMujtaba Ghous, Ahmad Kamal Hassan, Ziaul Haq Abbas, Ghulam Abbas, Aseel Ali Hussien, Thar Baker · 2022 · Sensors
- The Smart Performance Analysis of Network Scheduling Framework for Mobile Systems in Cloud Communication NetworksJaganathan Logeshwaran, Thangavel Kiruthiga · 2022 · International journal of research in science & engineering
- Quantum Learning-Enabled Green Communication for Next-Generation Wireless SystemsAnkita Jaiswal, Sushil Kumar, Omprakash Kaiwartya · 2021 · IEEE Transactions on Green Communications and Networking
- Unlocking a Promising Future: Integrating Blockchain Technology and FL-IoT in the Journey to 6GFatemah H. Alghamedy, Nahla El-Haggar, Albandari Alsumayt, Zeyad M. Alfawaer, Majid Alshammari, Lobna Amouri, Sumayh S. Aljameel, Sarah Albassam · 2024 · IEEE Access
- TensorFlow Quantum: Impacts of Quantum State Preparation on Quantum Machine Learning PerformanceSierra-Sosa, Daniel, Telahun, Michael, Elmaghraby, Adel · 2020 · IEEE Access
- Quantum Approximation for Wireless SchedulingChoi, Jaeho, Oh, Seunghyeok, Kim, Joongheon · 2020 · Applied Sciences
- Supportive 5G Infrastructure Policies are Essential for Universal 6G: Assessment Using an Open-Source Techno-Economic Simulation Model Utilizing Remote SensingEdward J. Oughton, Ashutosh Jha · 2021 · IEEE Access
- A vision of 6G – 5G's successorYang Lu, Xue Ning · 2020 · Journal of Management Analytics
- DOA tracking for seamless connectivity in beamformed IoT-based dronesM. Balamurugan, Senthilkumar Mohan, Malaiyalathan Adimoolam · 2021 · Computer Standards & Interfaces
- 6G and the UN SDGs: Where is the Connection?Marja Matinmikko‐Blue, Seppo Yrjölä, Petri Ahokangas · 2021 · Wireless Personal Communications
- Exploring the key technologies and applications of 6G wireless communication networkPeng-Fei Li, Jia-Xin Fan, Jian-Hong Wu · 2025 · iScience
- New Trends and Advancement in Next Generation Mobile Wireless Communication (6G): A SurveySher Ali, Muhammad Abdullah Sohail, Syed Bilal Hussain Shah, Deepika Koundal, Muhammad Abul Hassan, Asrin Abdollahi, Inam Ullah Khan · 2021 · Wireless Communications and Mobile Computing
- Quantum Key Distribution Protocol Selector Based on Machine Learning for Next-Generation NetworksOgobuchi Daniel Okey, Siti Sarah Maidin, Renata Lopes Rosa, Waqas Tariq Toor, Dick Carrillo, Lunchakorn Wuttisittikulkij, Muhammad Saadi, Demóstenes Zegarra Rodríguez · 2022 · Sustainability
- Quantum computing revolution in healthcare: a systematic review of applications, issues and future directionsVamshi Krishna B, Pundru Chandra Shaker Reddy, K. Arun Kumar, R. M. Jagadish, Swati Sharma, Mudarakola Lakshmi Prasad, Yadala Sucharitha, Iftikhar Aslam Tayubi, Gopal Kumar Thakur · 2025 · Artificial Intelligence Review
- A Waveform Parameter Assignment Framework for 6G With the Role of Machine LearningAhmet Yazar, Hüseyin Arslan · 2020 · IEEE Open Journal of Vehicular Technology
- Machine Learning and Deep Learning powered satellite communications: Enabling technologies, applications, open challenges, and future research directionsArindam Bhattacharyya, Shvetha M. Nambiar, Ritwik Ojha, Amogh Gyaneshwar, Utkarsh Chadha, Kathiravan Srinivasan · 2023 · International Journal of Satellite Communications and Networking
- Network Slicing in 6G: A Strategic Framework for IoT in Smart CitiesAhmed M. Alwakeel, Abdulrahman K. Alnaim · 2024 · Sensors
- On Quantization for Secret Key Generation From Wireless Channel SamplesMuhammad Adil, Shurjeel Wyne, Syed Junaid Nawaz · 2021 · IEEE Access
- Tactile Based Intelligence Touch Technology in IoT Configured WCN in B5G/6G-A SurveyMantisha Gupta, Rakesh Kumar Jha, Sanjeev Jain · 2022 · IEEE Access
- A Survey on Technological Trends to Enhance Spectrum-Efficiency in 6G CommunicationsSridhar Iyer, Anita Patil, Shilpa Bhairanatti, Soumya Halagatti, Rahul Jashvantbhai Pandya · 2022 · Transactions of Indian National Academy of Engineering
- Constellation Design for Future Communication Systems: A Comprehensive SurveyJon Barrueco, Jon Montalbán, Eneko Iradier, Pablo Angueira · 2021 · IEEE Access
- A Detailed Relevance Analysis of Enabling Technologies for 6G ArchitecturesDiego Gabriel Soares Pivoto, Tibério Tavares Rezende, Michelle S. P. Facina, Rodrigo Moreira, Flávio de Oliveira Silva, Kléber V. Cardoso, Sand Luz Corrêa, Antonia Vanessa D. Araujo, Wilson Rogério Soares e Silva, Heitor Scalco Neto et al. · 2023 · IEEE Access
- Role of quantum computing in shaping the future of 6 G technologyMuhammad Azeem Akbar, Arif Ali Khan, Sami Hyrynsalmi · 2024 · Information and Software Technology
- Future of Connectivity: A Comprehensive Review of Innovations and Challenges in 7G Smart NetworksVinay Chamola, Mritunjay Shall Peelam, Mohsen Guizani, Dusit Tao Niyato · 2025 · IEEE Open Journal of the Communications Society
- Review and Perspectives of Micro/Nano Technologies as Key-Enablers of 6GJacopo Iannacci, H. Vincent Poor · 2022 · IEEE Access
- A Vision on Intelligent Medical Service for Emergency on 5G and 6G Communication EraSabuzima Nayak, Ripon Patgiri · 2020 · EAI Endorsed Transactions on Internet of Things
- A Novel Architecture for Future Classical‐Quantum Communication NetworksFabrizio Granelli, Riccardo Bassoli, Janis Nötzel · 2022 · Wireless Communications and Mobile Computing
- Quantum Machine Learning for Computational Methods in Engineering: A Systematic ReviewSandeep K. Sood, Monika Agrewal · 2023 · Archives of Computational Methods in Engineering
- Quantum Technologies for Beyond 5G and 6G Networks: Applications, Opportunities, and ChallengesEngin Zeydan, Chamitha de Alwis, Rabia Khan, Yekta Türk, Abdullah Aydeger, Thippa Reddy Gadekallu, Madhusanka Liyanage · 2025 · IEEE Open Journal of the Communications Society
- Quantum Resilience and Distributed Trust: The Promise of Blockchain and Quantum Computing in DefenseShalom Akhai, Vipul Kumar · 2024 · Contributions to environmental sciences & innovative business technology
- Deep Learning-aided Successive Interference Cancellation for MIMO-NOMAMohamed A. Aref, Sudharman K. Jayaweera · 2020 · Globecom
- Machine learning and quantum computing for 5G/6G communication networks - A surveySuriya Murugan · 2022 · International Journal of Intelligent Networks
- Secure and Scalable Quantum Key Distribution Protocol for Next-Generation NetworksHassan M. Al‐Jawahry, Dharmapuri Siri, P Divya · 2024 · International Conference on IoT, Communication and Automation Technology (ICICAT)
- Vision, Requirements and Challenges of Sixth Generation (6G) NetworksNadia H. Khiadani · 2020 · Iranian Conference on Signal Processing and Intelligent Systems (ICSPIS)
- Vision of IoUT: advances and future trends in optical wireless communicationD. Menaka, Sabitha Gauni, C. T. Manimegalai, K. Kalimuthu · 2021 · Journal of Optics
- From classical to quantum machine learning: survey on routing optimization in 6G software defined networkingOumayma Bouchmal, Bruno Cimoli, Ripalta Stabile, Juan José Vegas Olmos, Idelfonso Tafur Monroy · 2023 · Frontiers in Communications and Networks
- Using logistic regression classification for mitigating high noise-ratio advisement light-panel in rolling-shutter based visible light communicationsYu-Cheng Chuang, Chi‐Wai Chow, Yang Liu · 2019 · Optics Express
- Brazil 6G Project - An Approach to Build a National-wise Framework for 6G NetworksJosé Marcos Câmara Brito, Luciano Leonel Mendes, Jose Gustavo Sampaio Gontijo · 2020 · Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit)
- Machine Learning Technologies in Internet of VehiclesElmustafa Sayed Ali, Mona Bakri Hassan, Rashid Abdelhaleem Saeed · 2021 · Internet of things
- Quantum machine learning: Classifications, challenges, and solutionsWei Lü, Yang Lu, Jin Li, Alexander Sigov, Leonid Ratkin, Leonid A. Ivanov · 2024 · Journal of Industrial Information Integration
- 6G: Envisioning the Key Technologies, Applications and ChallengesSyed Agha Hassnain Mohsan, Alireza Mazinani, Warda Malik, Imran Younas, Nawaf Qasem, Hussain Amjad, Arfan Mahmood · 2020 · International Journal of Advanced Computer Science and Applications
- Next-Generation Consumer Electronics for 6G Wireless EraSyed Junaid Nawaz, Shree Krishna Sharma, Mohammad Patwary, Md Asaduzzaman · 2021 · IEEE Access
- Exploring Secure Visible Light Communication in Next-generation (6G) Internet-of-ThingsAbhishek Gupta, Xavier N. Fernando · 2021 · International Wireless Communications and Mobile Computing Conference (IWCMC)
- Security, Privacy, Risk, and Safety Toward 5G Green Network (5G‐GN)Devasis Pradhan, Prasanna Kumar Sahu, Nitin S. Goje, Mangesh Manikrao Ghonge, Hla Myo Tun, R. Rajeswari, Sabyasachi Pramanik · 2022
- Emerging 6G/B6G Wireless Communication for the Power Infrastructure in Smart Cities: Innovations, Challenges, and Future PerspectivesAhmed Al Amin, Junho Hong, Van‐Hai Bui, Wencong Su · 2023 · Algorithms
- Recent Advances in Deep Learning for Channel Coding: A SurveyToshiki Matsumine, Hideki Ochiai · 2024 · IEEE Open Journal of the Communications Society
- Security Concerns for 5G/6G Mobile Network Technology and Quantum CommunicationFadi Muheidat, Khalil F. Dajani, Lo’ai Tawalbeh · 2022 · Procedia Computer Science
- Nested Hash Access With Post Quantum Encryption for Mission-Critical IoT CommunicationsDongyang Xu, Lei Liu, Ning Zhang, Mianxiong Dong, Victor C. M. Leung, James A. Ritcey · 2023 · IEEE Internet of Things Journal
- Drone of IoT in 6G Wireless Communications: Technology, Challenges, and Future AspectsB. D. Deebak, Fadi M. Al-Turjman · 2020 · Unmanned system technologies
- From quantum communication fundamentals to decoherence mitigation strategies: Addressing global quantum network challenges and projected applicationsMuhammad Annas Khan, Salman Ghafoor, Syed Mohammad Hassan Zaidi, Haibat Khan, Arsalan Ahmad · 2024 · Heliyon
- A holistic survey of UAV-assisted wireless communications in the transition from 5G to 6G: State-of-the-art intertwined innovations, challenges, and opportunitiesMobasshir Mahbub, Mir Md. Saym, Sarwar Jahan, Anup Kumar Paul, Alireza Vahid, Seyyedali Hosseinalipour, Bobby Barua, Hen‐Geul Yeh, Raed M. Shubair, Tarik Taleb · 2025 · Journal of Network and Computer Applications
- A Comprehensive Survey of 6G Wireless CommunicationsYang Zhao, Wenchao Zhai, Jun Zhao, Tinghao Zhang, Sumei Sun, Dusit Tao Niyato, Kwok‐Yan Lam · 2020 · arXiv (Cornell University)
- Prognostics and Health Management of Rotating Machinery via Quantum Machine LearningCaio Bezerra Souto Maior, Lavìnia Maria Mendes Araújo, Isis Didier Lins, Márcio das Chagas Moura, Enrique López Droguett · 2023 · IEEE Access
- Reviewing wireless broadband technologies in the peak smartphone era: 6G versus Wi-Fi 7 and 8Edward J. Oughton, Giovanni Geraci, Michele Polese, Vijay K. Shah, Dean Bubley, Scott Blue · 2024 · Telecommunications Policy
- Sustainable Resource Allocation and Base Station Optimization Using Hybrid Deep Learning Models in 6G Wireless NetworksKrishnamoorthy Suresh, Raju Kannadasan, S. Vinson Joshua · 2024 · Sustainability