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Injecting cognitive intelligence into beyond-5G networks: A MAC layer perspective

Research output: Contribution to Journal/Magazine › Journal article › peer-review

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Injecting cognitive intelligence into beyond-5G networks: A MAC layer perspective. / Nauman, Ali; Jamshed, Muhammad Ali; Ahmad, Yazdan et al.
In: Computers and Electrical Engineering, Vol. 108, 108717, 31.05.2023.

Research output: Contribution to Journal/Magazine › Journal article › peer-review

Harvard

Nauman, A, Jamshed, MA, Ahmad, Y, Saad, M, Bilal, M, Shanmuganathan, V & Kim, SW 2023, 'Injecting cognitive intelligence into beyond-5G networks: A MAC layer perspective', Computers and Electrical Engineering, vol. 108, 108717. https://doi.org/10.1016/j.compeleceng.2023.108717

APA

Nauman, A., Jamshed, M. A., Ahmad, Y., Saad, M., Bilal, M., Shanmuganathan, V., & Kim, S. W. (2023). Injecting cognitive intelligence into beyond-5G networks: A MAC layer perspective. Computers and Electrical Engineering, 108, Article 108717. https://doi.org/10.1016/j.compeleceng.2023.108717

Vancouver

Nauman A, Jamshed MA, Ahmad Y, Saad M, Bilal M, Shanmuganathan V et al. Injecting cognitive intelligence into beyond-5G networks: A MAC layer perspective. Computers and Electrical Engineering. 2023 May 31;108:108717. Epub 2023 Apr 13. doi: 10.1016/j.compeleceng.2023.108717

Author

Nauman, Ali ; Jamshed, Muhammad Ali ; Ahmad, Yazdan et al. / Injecting cognitive intelligence into beyond-5G networks : A MAC layer perspective. In: Computers and Electrical Engineering. 2023 ; Vol. 108.

Bibtex

@article{75edc8f0cdd34dee8225461662d5be31,
title = "Injecting cognitive intelligence into beyond-5G networks: A MAC layer perspective",
abstract = "The rapid rise of heterogeneous data traffic exposes the shortcomings of fifth-generation (5G) technology, which was initially designed to form self-organizing and self-sustaining networks to facilitate the adoption of the Internet-of-Everything (IoE). This study presents the applications and service requirements of future communication networks. This study details flexible design agreements of the Medium Access Control (MAC) layer of Beyond-5G (B5G) from the current 3rd Generation Partnership (3GPP) study and highlights the current open research issues and challenges which are yet to be optimized. To ensure that the network is self-sustaining and self-organized for B5G paradigm, an intelligent network design is required. Artificial Intelligence (AI) is revolutionizing every aspect of life, therefore, this article provides an overview of how AI plays an important role in improving future-generation communication by solving MAC-related issues.",
keywords = "Artificial intelligence (AI), Beyond 5G (B5G), Medium access control (MAC) layer, New radio (NR)",
author = "Ali Nauman and Jamshed, {Muhammad Ali} and Yazdan Ahmad and Malik Saad and Muhammad Bilal and Vimal Shanmuganathan and Kim, {Sung Won}",
year = "2023",
month = may,
day = "31",
doi = "10.1016/j.compeleceng.2023.108717",
language = "English",
volume = "108",
journal = "Computers and Electrical Engineering",
issn = "0045-7906",
publisher = "Elsevier Ltd",

}

RIS

TY - JOUR

T1 - Injecting cognitive intelligence into beyond-5G networks

T2 - A MAC layer perspective

AU - Nauman, Ali

AU - Jamshed, Muhammad Ali

AU - Ahmad, Yazdan

AU - Saad, Malik

AU - Bilal, Muhammad

AU - Shanmuganathan, Vimal

AU - Kim, Sung Won

PY - 2023/5/31

Y1 - 2023/5/31

N2 - The rapid rise of heterogeneous data traffic exposes the shortcomings of fifth-generation (5G) technology, which was initially designed to form self-organizing and self-sustaining networks to facilitate the adoption of the Internet-of-Everything (IoE). This study presents the applications and service requirements of future communication networks. This study details flexible design agreements of the Medium Access Control (MAC) layer of Beyond-5G (B5G) from the current 3rd Generation Partnership (3GPP) study and highlights the current open research issues and challenges which are yet to be optimized. To ensure that the network is self-sustaining and self-organized for B5G paradigm, an intelligent network design is required. Artificial Intelligence (AI) is revolutionizing every aspect of life, therefore, this article provides an overview of how AI plays an important role in improving future-generation communication by solving MAC-related issues.

AB - The rapid rise of heterogeneous data traffic exposes the shortcomings of fifth-generation (5G) technology, which was initially designed to form self-organizing and self-sustaining networks to facilitate the adoption of the Internet-of-Everything (IoE). This study presents the applications and service requirements of future communication networks. This study details flexible design agreements of the Medium Access Control (MAC) layer of Beyond-5G (B5G) from the current 3rd Generation Partnership (3GPP) study and highlights the current open research issues and challenges which are yet to be optimized. To ensure that the network is self-sustaining and self-organized for B5G paradigm, an intelligent network design is required. Artificial Intelligence (AI) is revolutionizing every aspect of life, therefore, this article provides an overview of how AI plays an important role in improving future-generation communication by solving MAC-related issues.

KW - Artificial intelligence (AI)

KW - Beyond 5G (B5G)

KW - Medium access control (MAC) layer

KW - New radio (NR)

U2 - 10.1016/j.compeleceng.2023.108717

DO - 10.1016/j.compeleceng.2023.108717

M3 - Journal article

AN - SCOPUS:85152238537

VL - 108

JO - Computers and Electrical Engineering

JF - Computers and Electrical Engineering

SN - 0045-7906

M1 - 108717

ER -