Semantic Communication: Implication for Resource Optimization in 6G Networks

This paper explores the evolution of communication systems, highlighting the transition from traditional methods to digital forms with the introduction of Semantic Communication (SemCom). We examine SemCom's role in enhancing efficiency in 6G networks by optimizing resource usage. We present a case study as a practical implication of SemCom in traffic management, specifically its use in prioritizing emergency vehicles in smart traffic systems. Additionally, we identify key areas for future research, including inference approaches, resource optimization, AI integration, and data security within SemCom. Our analysis underscores the potential of SemCom to revolutionize communication systems and its critical role in developing next-generation networks.

Authors

Institutions

Publication Details

Published
2024-09-09
DOI
https://doi.org/10.1109/atnt61688.2024.10719121
Citations
7
Primary Topic
IoT and Edge/Fog Computing
Type
article
Field-Weighted Citation Impact
2.44
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Semantic Communication: Implication for Resource Optimization in 6G Networks

Faria Khandaker, Waleed Ejaz, Sana Sharif
7 citations
IoT and Edge/Fog Computing
2.44
article

Semantic Communication: Implication for Resource Optimization in 6G Networks

Faria Khandaker, Waleed Ejaz, Sana Sharif
article en
7 citations

Abstract

This paper explores the evolution of communication systems, highlighting the transition from traditional methods to digital forms with the introduction of Semantic Communication (SemCom). We examine SemCom's role in enhancing efficiency in 6G networks by optimizing resource usage. We present a case study as a practical implication of SemCom in traffic management, specifically its use in prioritizing emergency vehicles in smart traffic systems. Additionally, we identify key areas for future research, including inference approaches, resource optimization, AI integration, and data security within SemCom. Our analysis underscores the potential of SemCom to revolutionize communication systems and its critical role in developing next-generation networks.

Lakehead University (CA), Algoma University (CA)
Openalex Percentile: Top 10%
IoT and Edge/Fog Computing
2.44
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.