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Fluid Antenna-Assisted Edge Gaussian Splatting Using Grey Wolf Algorithm

  • Jianqiu Peng*
  • , Yujie Wan
  • , Tong Zhang
  • , Shuai Wang
  • *Corresponding author for this work
  • School of Information Science and Technology, Harbin Institute of Technology Shenzhen
  • Shenzhen Institute of Advanced Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Edge Gaussian splatting (GS) has emerged as a promising paradigm for delivering high-fidelity immersive experiences on resource-constrained mobile devices by offloading rendering tasks to a proximal edge server. However, its performance is limited by the communication bottleneck. To address this issue, we propose a fluid antenna (FA)-assisted edge GS system. We formulate a joint optimization problem over antenna positions, transmit power, and binary user selection, aiming to minimize a weighted sum of total rendering error and downloading time. This problem is proven to be NP-hard. To solve it efficiently, we develop a grey wolf optimizer (GWO)-based algorithm with a tailored constraint repair mechanism and a greedy decoding strategy to handle non-linear constraints and discrete variables. Simulation results show that the proposed GWO-based algorithm outperforms the fixed antenna position baseline.

Original languageEnglish
Title of host publicationProceedings - 2026 2nd Asia Conference on Communications and 6G, ACC6G 2026
EditorsXianbin Wang, Yi Gong
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages45-50
Number of pages6
ISBN (Electronic)9798319542267
DOIs
StatePublished - 2026
Externally publishedYes
Event2nd Asia Conference on Communications and 6G, ACC6G 2026 - Shenzhen, China
Duration: 15 May 202617 May 2026

Publication series

NameProceedings - 2026 2nd Asia Conference on Communications and 6G, ACC6G 2026

Conference

Conference2nd Asia Conference on Communications and 6G, ACC6G 2026
Country/TerritoryChina
CityShenzhen
Period15/05/2617/05/26

Keywords

  • FA system
  • Gaussian splatting
  • grey wolf optimizer
  • mobile edge computing
  • resource optimization

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