Interest-Based Semantic Information Transmission with RSMA in Smart Cities

Yanyu Cheng; Dusit Niyato; Hongyang Du; Jiawen Kang; Chunyan Miao; Dong In Kim

doi:10.1109/ICC45041.2023.10279270

Interest-Based Semantic Information Transmission with RSMA in Smart Cities

Yanyu Cheng
, Dusit Niyato
, Hongyang Du
, Jiawen Kang
, Chunyan Miao
, Dong In Kim

Nanyang Technological University
Guangdong University of Technology
Sungkyunkwan University

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

9 Scopus citations

Abstract

In this paper, we propose an interest-based semantic information transmission framework with rate splitting multiple access (RSMA), to reduce the amount of transmitted data, thereby reducing the burden of data transmission and data processing. In the framework, only the semantic information of interest is transmitted to each user. In the process of semantic information transmission, RSMA is adopted to improve transmission efficiency. In particular, we adopt maximum ratio transmission and zero-forcing for the precoding of the common and private streams, respectively. We also design the quality of experience (QoE) for the system as a performance metric. Experimental results demonstrate the effectiveness of the proposed framework as compared with the benchmark.

Original language	English
Title of host publication	ICC 2023 - IEEE International Conference on Communications
Subtitle of host publication	Sustainable Communications for Renaissance
Editors	Michele Zorzi, Meixia Tao, Walid Saad
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	82-87
Number of pages	6
ISBN (Electronic)	9781538674628
DOIs	https://doi.org/10.1109/ICC45041.2023.10279270
State	Published - 2023
Externally published	Yes
Event	2023 IEEE International Conference on Communications, ICC 2023 - Rome, Italy Duration: 28 May 2023 → 1 Jun 2023

Publication series

Name	IEEE International Conference on Communications
Volume	2023-May
ISSN (Print)	1550-3607

Conference

Conference	2023 IEEE International Conference on Communications, ICC 2023
Country/Territory	Italy
City	Rome
Period	28/05/23 → 1/06/23

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 11 Sustainable Cities and Communities

Keywords

Quality of experience
rate splitting multiple access
semantic information
smart city

Access to Document

10.1109/ICC45041.2023.10279270

Cite this

Cheng, Y., Niyato, D., Du, H., Kang, J., Miao, C., & Kim, D. I. (2023). Interest-Based Semantic Information Transmission with RSMA in Smart Cities. In M. Zorzi, M. Tao, & W. Saad (Eds.), ICC 2023 - IEEE International Conference on Communications: Sustainable Communications for Renaissance (pp. 82-87). (IEEE International Conference on Communications; Vol. 2023-May). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICC45041.2023.10279270

Cheng, Yanyu ; Niyato, Dusit ; Du, Hongyang et al. / Interest-Based Semantic Information Transmission with RSMA in Smart Cities. ICC 2023 - IEEE International Conference on Communications: Sustainable Communications for Renaissance. editor / Michele Zorzi ; Meixia Tao ; Walid Saad. Institute of Electrical and Electronics Engineers Inc., 2023. pp. 82-87 (IEEE International Conference on Communications).

@inproceedings{74ee9edb2d6947d6b0519c8722806ca5,

title = "Interest-Based Semantic Information Transmission with RSMA in Smart Cities",

abstract = "In this paper, we propose an interest-based semantic information transmission framework with rate splitting multiple access (RSMA), to reduce the amount of transmitted data, thereby reducing the burden of data transmission and data processing. In the framework, only the semantic information of interest is transmitted to each user. In the process of semantic information transmission, RSMA is adopted to improve transmission efficiency. In particular, we adopt maximum ratio transmission and zero-forcing for the precoding of the common and private streams, respectively. We also design the quality of experience (QoE) for the system as a performance metric. Experimental results demonstrate the effectiveness of the proposed framework as compared with the benchmark.",

keywords = "Quality of experience, rate splitting multiple access, semantic information, smart city",

author = "Yanyu Cheng and Dusit Niyato and Hongyang Du and Jiawen Kang and Chunyan Miao and Kim, \{Dong In\}",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 2023 IEEE International Conference on Communications, ICC 2023 ; Conference date: 28-05-2023 Through 01-06-2023",

year = "2023",

doi = "10.1109/ICC45041.2023.10279270",

language = "English",

series = "IEEE International Conference on Communications",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "82--87",

editor = "Michele Zorzi and Meixia Tao and Walid Saad",

booktitle = "ICC 2023 - IEEE International Conference on Communications",

}

Cheng, Y, Niyato, D, Du, H, Kang, J, Miao, C & Kim, DI 2023, Interest-Based Semantic Information Transmission with RSMA in Smart Cities. in M Zorzi, M Tao & W Saad (eds), ICC 2023 - IEEE International Conference on Communications: Sustainable Communications for Renaissance. IEEE International Conference on Communications, vol. 2023-May, Institute of Electrical and Electronics Engineers Inc., pp. 82-87, 2023 IEEE International Conference on Communications, ICC 2023, Rome, Italy, 28/05/23. https://doi.org/10.1109/ICC45041.2023.10279270

Interest-Based Semantic Information Transmission with RSMA in Smart Cities. / Cheng, Yanyu; Niyato, Dusit; Du, Hongyang et al.
ICC 2023 - IEEE International Conference on Communications: Sustainable Communications for Renaissance. ed. / Michele Zorzi; Meixia Tao; Walid Saad. Institute of Electrical and Electronics Engineers Inc., 2023. p. 82-87 (IEEE International Conference on Communications; Vol. 2023-May).

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

TY - GEN

T1 - Interest-Based Semantic Information Transmission with RSMA in Smart Cities

AU - Cheng, Yanyu

AU - Niyato, Dusit

AU - Du, Hongyang

AU - Kang, Jiawen

AU - Miao, Chunyan

AU - Kim, Dong In

PY - 2023

Y1 - 2023

N2 - In this paper, we propose an interest-based semantic information transmission framework with rate splitting multiple access (RSMA), to reduce the amount of transmitted data, thereby reducing the burden of data transmission and data processing. In the framework, only the semantic information of interest is transmitted to each user. In the process of semantic information transmission, RSMA is adopted to improve transmission efficiency. In particular, we adopt maximum ratio transmission and zero-forcing for the precoding of the common and private streams, respectively. We also design the quality of experience (QoE) for the system as a performance metric. Experimental results demonstrate the effectiveness of the proposed framework as compared with the benchmark.

AB - In this paper, we propose an interest-based semantic information transmission framework with rate splitting multiple access (RSMA), to reduce the amount of transmitted data, thereby reducing the burden of data transmission and data processing. In the framework, only the semantic information of interest is transmitted to each user. In the process of semantic information transmission, RSMA is adopted to improve transmission efficiency. In particular, we adopt maximum ratio transmission and zero-forcing for the precoding of the common and private streams, respectively. We also design the quality of experience (QoE) for the system as a performance metric. Experimental results demonstrate the effectiveness of the proposed framework as compared with the benchmark.

KW - Quality of experience

KW - rate splitting multiple access

KW - semantic information

KW - smart city

UR - https://www.scopus.com/pages/publications/85178279134

U2 - 10.1109/ICC45041.2023.10279270

DO - 10.1109/ICC45041.2023.10279270

M3 - Conference contribution

AN - SCOPUS:85178279134

T3 - IEEE International Conference on Communications

SP - 82

EP - 87

BT - ICC 2023 - IEEE International Conference on Communications

A2 - Zorzi, Michele

A2 - Tao, Meixia

A2 - Saad, Walid

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2023 IEEE International Conference on Communications, ICC 2023

Y2 - 28 May 2023 through 1 June 2023

ER -

Cheng Y, Niyato D, Du H, Kang J, Miao C, Kim DI. Interest-Based Semantic Information Transmission with RSMA in Smart Cities. In Zorzi M, Tao M, Saad W, editors, ICC 2023 - IEEE International Conference on Communications: Sustainable Communications for Renaissance. Institute of Electrical and Electronics Engineers Inc. 2023. p. 82-87. (IEEE International Conference on Communications). doi: 10.1109/ICC45041.2023.10279270

Interest-Based Semantic Information Transmission with RSMA in Smart Cities

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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