Quantum-inspired machine learning for 6G: Fundamentals, security, resource allocations, challenges, and future research directions

TQ Duong, JA Ansere, B Narottama… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
Quantum computing is envisaged as an evolving paradigm for solving computationally
complex optimization problems with a large-number factorization and exhaustive search …

Quantum machine learning for 6G communication networks: State-of-the-art and vision for the future

SJ Nawaz, SK Sharma, S Wyne, MN Patwary… - IEEE …, 2019 - ieeexplore.ieee.org
The upcoming fifth generation (5G) of wireless networks is expected to lay a foundation of
intelligent networks with the provision of some isolated artificial intelligence (AI) operations …

Quantum-enabled 6G wireless networks: Opportunities and challenges

C Wang, A Rahman - IEEE Wireless Communications, 2022 - ieeexplore.ieee.org
With the increasing number of commercial 5G deployments, research on beyond 5G (B5G)
and 6G has started in earnest. Although it is too early to clearly identify what 6G systems will …

Quantum for 6G communication: A perspective

MZ Ali, A Abohmra, M Usman, A Zahid… - IET Quantum …, 2023 - Wiley Online Library
In the technologically changing world, the demand for ultra‐reliable, faster, low power, and
secure communication has significantly risen in recent years. Researchers have shown …

6G security challenges and potential solutions

P Porambage, G Gür, DPM Osorio… - 2021 Joint European …, 2021 - ieeexplore.ieee.org
Although the fifth generation wireless networks are yet to be fully investigated, the vision and
key elements of the 6th generation (6G) ecosystem have already come into discussion. In …

Security concerns for 5G/6G mobile network technology and quantum communication

F Muheidat, K Dajani, AT Lo'ai - Procedia Computer Science, 2022 - Elsevier
Abstract 5G is the new generation of mobile communication that is taking over the 3G and
4G generations. As our generation has expanded and continues to work faster and more …

[HTML][HTML] Mitigating 5G security challenges for next-gen industry using quantum computing

C Mangla, S Rani, NMF Qureshi, A Singh - Journal of King Saud University …, 2023 - Elsevier
Abstract 5G has been launched in a few countries of the world, so now all focus shifted
towards the development of future 6G networks. 5G has connected all aspects of society …

Machine learning in the quantum realm: The state-of-the-art, challenges, and future vision

EH Houssein, Z Abohashima, M Elhoseny… - Expert Systems with …, 2022 - Elsevier
Abstract Machine learning has become a ubiquitous and effective technique for data
processing and classification. Furthermore, due to the superiority and progress of quantum …

Quantum secured 6G technology-based applications in Internet of Everything

K Prateek, NK Ojha, F Altaf, S Maity - Telecommunication Systems, 2023 - Springer
Scientific and technological breakthroughs carry with themselves a pertinent question—
“what's next”. The evolution of mobile networks and spectrum technology over the last two …

Quantum-inspired real-time optimization for 6G networks: Opportunities, challenges, and the road ahead

TQ Duong, LD Nguyen, B Narottama… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
It is envisioned that 6G, unlike its predecessor 5G, will depart from connected machines and
connected people to connected intelligence. The main goal of 6G networks is to support …