Digital-twin-enabled 6G: vision, architectural trends, and future directions
Internet of Everything (IoE) applications such as haptics, human-computer interaction, and extended reality, using the sixth-generation (6G) of wireless systems have diverse requirements in terms of latency, reliability, data rate, and user-defined performance metrics. Therefore, enabling IoE applic...
Saved in:
Main Authors: | , , , , |
---|---|
Other Authors: | |
Format: | Article |
Language: | English |
Published: |
2022
|
Subjects: | |
Online Access: | https://hdl.handle.net/10356/162635 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Nanyang Technological University |
Language: | English |
id |
sg-ntu-dr.10356-162635 |
---|---|
record_format |
dspace |
spelling |
sg-ntu-dr.10356-1626352022-11-02T00:53:29Z Digital-twin-enabled 6G: vision, architectural trends, and future directions Khan, Latif U. Saad, Walid Niyato, Dusit Han, Zhu Hong, Choong Seon School of Computer Science and Engineering Engineering::Computer science and engineering 6G Data-Rate Internet of Everything (IoE) applications such as haptics, human-computer interaction, and extended reality, using the sixth-generation (6G) of wireless systems have diverse requirements in terms of latency, reliability, data rate, and user-defined performance metrics. Therefore, enabling IoE applications over 6G requires a new framework that can be used to manage, operate, and optimize the 6G wireless system and its underlying IoE services. Such a new framework for 6G can be based on digital twins. Digital twins use a virtual representation of the 6G physical system along with the associated algorithms (e.g., machine learning, optimization), communication technologies (e.g., millimeter-wave and terahertz communication), computing systems (e.g., edge computing and cloud computing), as well as privacy and security-related technologists (e.g., blockchain). First, we present the key design requirements for enabling 6G through the use of a digital twin. Next, the architectural components and trends such as edge-based twins, cloud-based-twins, and edge-cloud-based twins are presented. Furthermore, we provide a comparative description of various twins. Finally, we outline and recommend guidelines for several future research directions. This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (No. No. 2020R1A4A1018607) and by Institute of Information & Communications Technology Planning & Evaluation (IITP) grant funded by the Korea government (MSIT) (No.2019-0-01287, Evolvable Deep Learning Model Generation Platform for Edge Computing). 2022-11-02T00:53:28Z 2022-11-02T00:53:28Z 2022 Journal Article Khan, L. U., Saad, W., Niyato, D., Han, Z. & Hong, C. S. (2022). Digital-twin-enabled 6G: vision, architectural trends, and future directions. IEEE Communications Magazine, 60(1), 74-80. https://dx.doi.org/10.1109/MCOM.001.21143 0163-6804 https://hdl.handle.net/10356/162635 10.1109/MCOM.001.21143 2-s2.0-85124641742 1 60 74 80 en IEEE Communications Magazine © 2022 IEEE. All rights reserved. |
institution |
Nanyang Technological University |
building |
NTU Library |
continent |
Asia |
country |
Singapore Singapore |
content_provider |
NTU Library |
collection |
DR-NTU |
language |
English |
topic |
Engineering::Computer science and engineering 6G Data-Rate |
spellingShingle |
Engineering::Computer science and engineering 6G Data-Rate Khan, Latif U. Saad, Walid Niyato, Dusit Han, Zhu Hong, Choong Seon Digital-twin-enabled 6G: vision, architectural trends, and future directions |
description |
Internet of Everything (IoE) applications such as haptics, human-computer interaction, and extended reality, using the sixth-generation (6G) of wireless systems have diverse requirements in terms of latency, reliability, data rate, and user-defined performance metrics. Therefore, enabling IoE applications over 6G requires a new framework that can be used to manage, operate, and optimize the 6G wireless system and its underlying IoE services. Such a new framework for 6G can be based on digital twins. Digital twins use a virtual representation of the 6G physical system along with the associated algorithms (e.g., machine learning, optimization), communication technologies (e.g., millimeter-wave and terahertz communication), computing systems (e.g., edge computing and cloud computing), as well as privacy and security-related technologists (e.g., blockchain). First, we present the key design requirements for enabling 6G through the use of a digital twin. Next, the architectural components and trends such as edge-based twins, cloud-based-twins, and edge-cloud-based twins are presented. Furthermore, we provide a comparative description of various twins. Finally, we outline and recommend guidelines for several future research directions. |
author2 |
School of Computer Science and Engineering |
author_facet |
School of Computer Science and Engineering Khan, Latif U. Saad, Walid Niyato, Dusit Han, Zhu Hong, Choong Seon |
format |
Article |
author |
Khan, Latif U. Saad, Walid Niyato, Dusit Han, Zhu Hong, Choong Seon |
author_sort |
Khan, Latif U. |
title |
Digital-twin-enabled 6G: vision, architectural trends, and future directions |
title_short |
Digital-twin-enabled 6G: vision, architectural trends, and future directions |
title_full |
Digital-twin-enabled 6G: vision, architectural trends, and future directions |
title_fullStr |
Digital-twin-enabled 6G: vision, architectural trends, and future directions |
title_full_unstemmed |
Digital-twin-enabled 6G: vision, architectural trends, and future directions |
title_sort |
digital-twin-enabled 6g: vision, architectural trends, and future directions |
publishDate |
2022 |
url |
https://hdl.handle.net/10356/162635 |
_version_ |
1749179195457536000 |