Semantic Communication for AR-based Services in 5G and Beyond

Tri Nguyen Dang; Loc X. Nguyen; Huy Q. Le; Ki Tae Kim; S. M.Ahsan Kazmi; Seong Bae Park; Eui Nam Huh; Choong Seon Hong

doi:10.1109/ICOIN56518.2023.10049026

Semantic Communication for AR-based Services in 5G and Beyond

Tri Nguyen Dang, Loc X. Nguyen, Huy Q. Le, Ki Tae Kim, S. M.Ahsan Kazmi, Seong Bae Park, Eui Nam Huh, Choong Seon Hong

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

6 Citations (Scopus)

Abstract

Semantic communication (SemCom) is a phenomenal technology to break through the Shannon paradigm. It is considered a key enabler for communication technology beyond the fifth generation of mobile networks (B5G) and its applications. In SemCom, transmitting data contain semantic information rather than symbols or bits, regardless of its meaning. In this paper, we propose a novel system model for Augmented Reality (AR)-based services in wireless networks. In which, instead of transmitting the whole input data to the multi-access edge computing (MEC) for processing, end-users (UEs) are transmitted only semantic features that are extracted from the original input data. By doing so, we can reduce a considerable amount of data traffic in the uplink scenario for wireless communication. Numerical results reveal that our proposed approach significantly reduces the total amount of data traffic in uplink scenarios for AR-based services.

Original language	English
Title of host publication	37th International Conference on Information Networking, ICOIN 2023
Publisher	IEEE Computer Society
Pages	549-553
Number of pages	5
ISBN (Electronic)	9781665462686
DOIs	https://doi.org/10.1109/ICOIN56518.2023.10049026
Publication status	Published - 2023
Event	37th International Conference on Information Networking, ICOIN 2023 - Bangkok, Thailand Duration: 11 Jan 2023 → 14 Jan 2023

Publication series

Name	International Conference on Information Networking
Volume	2023-January
ISSN (Print)	1976-7684

Conference

Conference	37th International Conference on Information Networking, ICOIN 2023
Country/Territory	Thailand
City	Bangkok
Period	11/01/23 → 14/01/23

Bibliographical note

Publisher Copyright:
© 2023 IEEE.

Keywords

Augmented Reality
B5G
Semantic communication

Access to Document

10.1109/ICOIN56518.2023.10049026

Cite this

Dang, T. N., Nguyen, L. X., Le, H. Q., Kim, K. T., Kazmi, S. M. A., Park, S. B., Huh, E. N., & Hong, C. S. (2023). Semantic Communication for AR-based Services in 5G and Beyond. In 37th International Conference on Information Networking, ICOIN 2023 (pp. 549-553). (International Conference on Information Networking; Vol. 2023-January). IEEE Computer Society. https://doi.org/10.1109/ICOIN56518.2023.10049026

@inproceedings{af4473acfcc7455a8ede6662f62f5abc,

title = "Semantic Communication for AR-based Services in 5G and Beyond",

abstract = "Semantic communication (SemCom) is a phenomenal technology to break through the Shannon paradigm. It is considered a key enabler for communication technology beyond the fifth generation of mobile networks (B5G) and its applications. In SemCom, transmitting data contain semantic information rather than symbols or bits, regardless of its meaning. In this paper, we propose a novel system model for Augmented Reality (AR)-based services in wireless networks. In which, instead of transmitting the whole input data to the multi-access edge computing (MEC) for processing, end-users (UEs) are transmitted only semantic features that are extracted from the original input data. By doing so, we can reduce a considerable amount of data traffic in the uplink scenario for wireless communication. Numerical results reveal that our proposed approach significantly reduces the total amount of data traffic in uplink scenarios for AR-based services.",

keywords = "Augmented Reality, B5G, Semantic communication",

author = "Dang, {Tri Nguyen} and Nguyen, {Loc X.} and Le, {Huy Q.} and Kim, {Ki Tae} and Kazmi, {S. M.Ahsan} and Park, {Seong Bae} and Huh, {Eui Nam} and Hong, {Choong Seon}",

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year = "2023",

doi = "10.1109/ICOIN56518.2023.10049026",

language = "English",

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Dang, TN, Nguyen, LX, Le, HQ, Kim, KT, Kazmi, SMA, Park, SB , Huh, EN & Hong, CS 2023, Semantic Communication for AR-based Services in 5G and Beyond. in 37th International Conference on Information Networking, ICOIN 2023. International Conference on Information Networking, vol. 2023-January, IEEE Computer Society, pp. 549-553, 37th International Conference on Information Networking, ICOIN 2023, Bangkok, Thailand, 11/01/23. https://doi.org/10.1109/ICOIN56518.2023.10049026

Semantic Communication for AR-based Services in 5G and Beyond. / Dang, Tri Nguyen; Nguyen, Loc X.; Le, Huy Q. et al.
37th International Conference on Information Networking, ICOIN 2023. IEEE Computer Society, 2023. p. 549-553 (International Conference on Information Networking; Vol. 2023-January).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Dang, Tri Nguyen

AU - Nguyen, Loc X.

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AU - Park, Seong Bae

AU - Huh, Eui Nam

AU - Hong, Choong Seon

PY - 2023

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AB - Semantic communication (SemCom) is a phenomenal technology to break through the Shannon paradigm. It is considered a key enabler for communication technology beyond the fifth generation of mobile networks (B5G) and its applications. In SemCom, transmitting data contain semantic information rather than symbols or bits, regardless of its meaning. In this paper, we propose a novel system model for Augmented Reality (AR)-based services in wireless networks. In which, instead of transmitting the whole input data to the multi-access edge computing (MEC) for processing, end-users (UEs) are transmitted only semantic features that are extracted from the original input data. By doing so, we can reduce a considerable amount of data traffic in the uplink scenario for wireless communication. Numerical results reveal that our proposed approach significantly reduces the total amount of data traffic in uplink scenarios for AR-based services.

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ER -

Semantic Communication for AR-based Services in 5G and Beyond

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Keywords

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