On the Dependability of 6G Networks

被引:12
作者
Ahmad, Ijaz [1 ]
Rodriguez, Felipe [1 ]
Huusko, Jyrki [1 ]
Seppanen, Kari [1 ]
机构
[1] VTT Tech Res Ctr Finland, FI-02044 Espoo, Finland
关键词
6G; dependability; security; reliability; availability; safety; communication networks; LOW-LATENCY COMMUNICATIONS; COMMUNICATIONS CHALLENGES; EDGE INTELLIGENCE; WIRELESS NETWORKS; SECURITY; COMMUNICATION; FUTURE; REQUIREMENTS; TECHNOLOGIES; RELIABILITY;
D O I
10.3390/electronics12061472
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Sixth-generation communication networks must be highly dependable due to the foreseen connectivity of critical infrastructures through them. Dependability is a compound metric of four well-known concepts-reliability, availability, safety, and security. Each of these concepts have unique consequences for the success of 6G technologies and applications. Using these concepts, we explore the dependability of 6G networks in this article. Due to the vital role of machine learning in 6G, the dependability of federated learning, as a distributed machine learning technique, has been studied. Since mission-critical applications (MCAs) are highly sensitive in nature, needing highly dependable connectivity, the dependability of MCAs in 6G is explored. Henceforth, this article provides important research directions to promote further research in strengthening the dependability of 6G networks.
引用
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页数:19
相关论文
共 92 条
[1]   A Game-Theoretic Approach for Enhancing Security and Data Trustworthiness in IoT Applications [J].
Abdalzaher, Mohamed S. ;
Muta, Osamu .
IEEE INTERNET OF THINGS JOURNAL, 2020, 7 (11) :11250-11261
[2]   Game Theory Meets Wireless Sensor Networks Security Requirements and Threats Mitigation: A Survey [J].
Abdalzaher, Mohamed S. ;
Seddik, Karim ;
Elsabrouty, Maha ;
Muta, Osamu ;
Furukawa, Hiroshi ;
Abdel-Rahman, Adel .
SENSORS, 2016, 16 (07)
[3]   A Survey on Federated Learning: The Journey From Centralized to Distributed On-Site Learning and Beyond [J].
AbdulRahman, Sawsan ;
Tout, Hanine ;
Ould-Slimane, Hakima ;
Mourad, Azzam ;
Talhi, Chamseddine ;
Guizani, Mohsen .
IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (07) :5476-5497
[4]  
Ahmad Ijaz, 2022, 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC), P332, DOI 10.1109/CCNC49033.2022.9700577
[5]   Overview of 5G Security Challenges and Solutions [J].
Ahmad, Ijaz ;
Kumar, Tanesh ;
Liyanage, Madhusanka ;
Okwuibe, Jude ;
Ylianttila, Mika ;
Gurtov, Andrei .
IEEE Communications Standards Magazine, 2018, 2 (01) :36-43
[6]  
Ahmad I., 2016, P 2016 12 ANN C WIRE, P1
[7]  
Ahmad I., 2015, SOFTWARE DEFINED MOB, P225
[8]   Security of Satellite-Terrestrial Communications: Challenges and Potential Solutions [J].
Ahmad, Ijaz ;
Suomalainen, Jani ;
Porambage, Pawani ;
Gurtov, Andrei ;
Huusko, Jyrki ;
Hoyhtya, Marko .
IEEE ACCESS, 2022, 10 :96038-96052
[9]   Emerging Technologies for Next Generation Remote Health Care and Assisted Living [J].
Ahmad, Ijaz ;
Asghar, Zeeshan ;
Kumar, Tanesh ;
Li, Gaolei ;
Manzoor, Ahsan ;
Mikhaylov, Konstantin ;
Shah, Syed Attique ;
Hoyhtya, Marko ;
Reponen, Jarmo ;
Huusko, Jyrki ;
Harjula, Erkki .
IEEE ACCESS, 2022, 10 :56094-56132
[10]   The Challenges of Artificial Intelligence in Wireless Networks for the Internet of Things: Exploring Opportunities for Growth [J].
Ahmad, Ijaz ;
Shahabuddin, Shahriar ;
Sauter, Thilo ;
Harjula, Erkki ;
Kumar, Tanesh ;
Meisel, Marcus ;
Juntti, Markku ;
Ylianttila, Mika .
IEEE INDUSTRIAL ELECTRONICS MAGAZINE, 2021, 15 (01) :16-29