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cs.NI2025

User-Centric Communication Service Provision for Edge-Assisted Mobile Augmented Reality

Conghao Zhou, Jie Gao, Shisheng Hu +3

Future 6G networks are envisioned to facilitate edge-assisted mobile augmented reality (MAR) via strengthening the collaboration between MAR devices and edge servers. In order to p…

cs.NI2024

Revolutionizing QoE-Driven Network Management with Digital Agents in 6G

Xuemin Shen, Xinyu Huang, Jianzhe Xue +3

In this article, we present a digital agent (DA)-assisted network management framework for future sixth generation (6G) networks considering user quality of experience (QoE). A nov…

cs.NI2024

Digital Twin-Assisted Robust and Adaptive Resource Slicing in LEO Satellite Networks

Mingcheng He, Huaqing Wu, Conghao Zhou +3

Resource slicing in low Earth orbit satellite networks (LSN) is essential to support diversified services. In this paper, we investigate a resource slicing problem in LSN to reserv…

cs.NI2024

User-centric Immersive Communications in 6G: A Data-oriented Framework via Digital Twin

Conghao Zhou, Shisheng Hu, Jie Gao +3

In this article, we present a novel user-centric service provision for immersive communications (IC) in 6G to deal with the uncertainty of individual user behaviors while satisfyin…

cs.NI2024

Meta Learning Based Adaptive Cooperative Perception in Nonstationary Vehicular Networks

Kaige Qu, Zixiong Qin, Weihua Zhuang

To accommodate high network dynamics in real-time cooperative perception (CP), reinforcement learning (RL) based adaptive CP schemes have been proposed, to allow adaptive switching…