High-Precision Digital Twin Platform Based on Ray Tracing Simulation

The evolution of wireless networks necessitates so-phisticated optimization strategies to address the challenges posed by heterogeneous traffic arising from various domains. Digital Twin (DT) concept has emerged as an innovative solution for efficiently regulating and managing complex and dynamic networks. DT enables safe and cost-effective network evaluation and optimization across different scenarios. We introduce a high-precision DT platform, capable of producing comprehensive channel datasets for real-world communication environments. This platform not only gathers high variance and large-scale channel data without affecting the quality of service to the real-world users but also shows promise as a novel tool for conducting and assessing various experiments.

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Publication Details

Published
2024-10-16
DOI
https://doi.org/10.1109/ictc62082.2024.10827549
Citations
4
Primary Topic
Digital Transformation in Industry
Type
article
Field-Weighted Citation Impact
1.40
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article

High-Precision Digital Twin Platform Based on Ray Tracing Simulation

Young-Min Noh, Kae Won Choi
4 citations
Digital Transformation in Industry
1.40
article

High-Precision Digital Twin Platform Based on Ray Tracing Simulation

Young-Min Noh, Kae Won Choi
article en
4 citations

Abstract

The evolution of wireless networks necessitates so-phisticated optimization strategies to address the challenges posed by heterogeneous traffic arising from various domains. Digital Twin (DT) concept has emerged as an innovative solution for efficiently regulating and managing complex and dynamic networks. DT enables safe and cost-effective network evaluation and optimization across different scenarios. We introduce a high-precision DT platform, capable of producing comprehensive channel datasets for real-world communication environments. This platform not only gathers high variance and large-scale channel data without affecting the quality of service to the real-world users but also shows promise as a novel tool for conducting and assessing various experiments.

Sungkyunkwan University (KR)
Openalex Percentile: Top 15%
Digital Transformation in Industry
1.40
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