Wireless Edge Content Broadcast via Integrated Terrestrial and Non-Terrestrial Networks

Non-terrestrial networks (NTN) have emerged as a transformative solution to bridge the digital divide and deliver essential services to remote and underserved areas. In this context, low Earth orbit (LEO) satellite constellations offer remarkable potential for efficient cache content broadcast in remote regions, thereby extending the reach of digital services. In this paper, we introduce a novel approach to optimize wireless edge content placement using NTN. Despite wide coverage, the varying NTN transmission capabilities must be carefully aligned with each content placement to maximize broadcast efficiency. In this paper, we introduce a novel approach to optimize wireless edge content placement using NTN, positioning NTN as a complement to TN for achieving optimal content broadcasting. Specifically, we dynamically select content for placement via NTN links. This selection is based on popularity and suitability for delivery through NTN, while considering the orbital motion of LEO satellites. Our system-level case studies, based on a practical LEO constellation, demonstrate the significant improvement in placement speed compared to existing methods, which neglect network mobility. We also demonstrate that NTN links significantly outperform standalone wireless TN solutions, particularly in the early stages of content delivery. This advantage is amplified when there is a higher correlation of content popularity across geographical regions.

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Publication Details

Journal
IEEE Transactions on Communications
Published
2024-11-07
DOI
https://doi.org/10.1109/tcomm.2024.3493800
Citations
7
Primary Topic
Telecommunications and Broadcasting Technologies
Type
article
Field-Weighted Citation Impact
2.24
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article

Wireless Edge Content Broadcast via Integrated Terrestrial and Non-Terrestrial Networks

Lingxiang Li, Tony Q. S. Quek, Giovanni Geraci, Peng Wang et al.
7 citations
IEEE Transactions on Communications
Telecommunications and Broadcasting Technologies
2.24
article

Wireless Edge Content Broadcast via Integrated Terrestrial and Non-Terrestrial Networks

Lingxiang Li, Tony Q. S. Quek, Giovanni Geraci, Peng Wang, Feng Wang
article en
7 citations

Abstract

Non-terrestrial networks (NTN) have emerged as a transformative solution to bridge the digital divide and deliver essential services to remote and underserved areas. In this context, low Earth orbit (LEO) satellite constellations offer remarkable potential for efficient cache content broadcast in remote regions, thereby extending the reach of digital services. In this paper, we introduce a novel approach to optimize wireless edge content placement using NTN. Despite wide coverage, the varying NTN transmission capabilities must be carefully aligned with each content placement to maximize broadcast efficiency. In this paper, we introduce a novel approach to optimize wireless edge content placement using NTN, positioning NTN as a complement to TN for achieving optimal content broadcasting. Specifically, we dynamically select content for placement via NTN links. This selection is based on popularity and suitability for delivery through NTN, while considering the orbital motion of LEO satellites. Our system-level case studies, based on a practical LEO constellation, demonstrate the significant improvement in placement speed compared to existing methods, which neglect network mobility. We also demonstrate that NTN links significantly outperform standalone wireless TN solutions, particularly in the early stages of content delivery. This advantage is amplified when there is a higher correlation of content popularity across geographical regions.

IEEE Transactions on CommunicationsVol. 73(5)
University of Electronic Science and Technology of China (CN), Singapore University of Technology and Design (SG), Universitat Pompeu Fabra (ES), Telefonica Research and Development (ES)
Affordable and clean energy
Openalex Percentile: Top 10%
Telecommunications and Broadcasting Technologies
2.24
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