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Integration of Network and Artificial Intelligence toward the Beyond 5G/6G Networks
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Summary :
Recently, there has been a surge of interest in Artificial Intelligence (AI) and its applications have been considered in various fields. Mobile networks are becoming an indispensable part of our society, and are considered as one of the promising applications of AI. In the Beyond 5G/6G era, AI will continue to penetrate networks and AI will become an integral part of mobile networks. This paper provides an overview of the collaborations between networks and AI from two categories, “AI for Network” and “Network for AI,” and predicts mobile networks in the B5G/6G era. It is expected that the future mobile network will be an integrated infrastructure, which will not only be a mere application of AI, but also provide as the process infrastructure for AI applications. This integration requires a driving application, and the network operation is one of the leading candidates. Furthermore, the paper describes the latest research and standardization trends in the autonomous networks, which aims to fully automate network operation, as a future network operation concept with AI, and discusses research issues in the future mobile networks.
- Publication
- IEICE TRANSACTIONS on Communications Vol.E106-B No.12 pp.1267-1274
- Publication Date
- 2023/12/01
- Publicized
- 2023/07/14
- Online ISSN
- 1745-1345
- DOI
- 10.1587/transcom.2022TMI0001
- Type of Manuscript
- Special Section INVITED PAPER (Special Section on Towards Management for Future Communications and Services in Conjunction with Main Topics of APNOMS2022)
- Category
Authors
Atsushi TAGAMI
KDDI Research, Inc.
Takuya MIYASAKA
KDDI Research, Inc.
Masaki SUZUKI
KDDI Research, Inc.
Chikara SASAKI
KDDI Research, Inc.
Keyword
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Atsushi TAGAMI, Takuya MIYASAKA, Masaki SUZUKI, Chikara SASAKI, "Integration of Network and Artificial Intelligence toward the Beyond 5G/6G Networks" in IEICE TRANSACTIONS on Communications,
vol. E106-B, no. 12, pp. 1267-1274, December 2023, doi: 10.1587/transcom.2022TMI0001.
Abstract: Recently, there has been a surge of interest in Artificial Intelligence (AI) and its applications have been considered in various fields. Mobile networks are becoming an indispensable part of our society, and are considered as one of the promising applications of AI. In the Beyond 5G/6G era, AI will continue to penetrate networks and AI will become an integral part of mobile networks. This paper provides an overview of the collaborations between networks and AI from two categories, “AI for Network” and “Network for AI,” and predicts mobile networks in the B5G/6G era. It is expected that the future mobile network will be an integrated infrastructure, which will not only be a mere application of AI, but also provide as the process infrastructure for AI applications. This integration requires a driving application, and the network operation is one of the leading candidates. Furthermore, the paper describes the latest research and standardization trends in the autonomous networks, which aims to fully automate network operation, as a future network operation concept with AI, and discusses research issues in the future mobile networks.
URL: https://global.ieice.org/en_transactions/communications/10.1587/transcom.2022TMI0001/_p
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@ARTICLE{e106-b_12_1267,
author={Atsushi TAGAMI, Takuya MIYASAKA, Masaki SUZUKI, Chikara SASAKI, },
journal={IEICE TRANSACTIONS on Communications},
title={Integration of Network and Artificial Intelligence toward the Beyond 5G/6G Networks},
year={2023},
volume={E106-B},
number={12},
pages={1267-1274},
abstract={Recently, there has been a surge of interest in Artificial Intelligence (AI) and its applications have been considered in various fields. Mobile networks are becoming an indispensable part of our society, and are considered as one of the promising applications of AI. In the Beyond 5G/6G era, AI will continue to penetrate networks and AI will become an integral part of mobile networks. This paper provides an overview of the collaborations between networks and AI from two categories, “AI for Network” and “Network for AI,” and predicts mobile networks in the B5G/6G era. It is expected that the future mobile network will be an integrated infrastructure, which will not only be a mere application of AI, but also provide as the process infrastructure for AI applications. This integration requires a driving application, and the network operation is one of the leading candidates. Furthermore, the paper describes the latest research and standardization trends in the autonomous networks, which aims to fully automate network operation, as a future network operation concept with AI, and discusses research issues in the future mobile networks.},
keywords={},
doi={10.1587/transcom.2022TMI0001},
ISSN={1745-1345},
month={December},}
Copy
TY - JOUR
TI - Integration of Network and Artificial Intelligence toward the Beyond 5G/6G Networks
T2 - IEICE TRANSACTIONS on Communications
SP - 1267
EP - 1274
AU - Atsushi TAGAMI
AU - Takuya MIYASAKA
AU - Masaki SUZUKI
AU - Chikara SASAKI
PY - 2023
DO - 10.1587/transcom.2022TMI0001
JO - IEICE TRANSACTIONS on Communications
SN - 1745-1345
VL - E106-B
IS - 12
JA - IEICE TRANSACTIONS on Communications
Y1 - December 2023
AB - Recently, there has been a surge of interest in Artificial Intelligence (AI) and its applications have been considered in various fields. Mobile networks are becoming an indispensable part of our society, and are considered as one of the promising applications of AI. In the Beyond 5G/6G era, AI will continue to penetrate networks and AI will become an integral part of mobile networks. This paper provides an overview of the collaborations between networks and AI from two categories, “AI for Network” and “Network for AI,” and predicts mobile networks in the B5G/6G era. It is expected that the future mobile network will be an integrated infrastructure, which will not only be a mere application of AI, but also provide as the process infrastructure for AI applications. This integration requires a driving application, and the network operation is one of the leading candidates. Furthermore, the paper describes the latest research and standardization trends in the autonomous networks, which aims to fully automate network operation, as a future network operation concept with AI, and discusses research issues in the future mobile networks.
ER -
English
