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Advancing Ubiquitous Wireless Connectivity through Channel Twinning

Signal Processing 2025-03-13 v3

Abstract

As an emerging trend in channel acquisition (CA), the concept of channel twinning (CT) has been proposed as a powerful enabler of ubiquitous connectivity in next-generation (xG) wireless systems. By fusing multimodal sensor data, CT advocates a high-fidelity and low-overhead CA paradigm, which is promising to provide accurate channel prediction in cross-domain and high-mobility scenarios of ubiquitous xG networks. However, existing literature lacks a universal CT architecture to address the challenges of heterogeneous scenarios, data, and resources in xG networks, which hinders the widespread deployment and applications of CT. This article discusses a new modularized CT architecture to bridge scene recognition, cooperative sensing, and decentralized training, comprising versatile model configuration, multimodal cooperative sensing, and lightweight twin modeling modules. Additionally, this article presents a detailed concept, technical features, and case studies of CT, outlines mainstream trends of realization methods, followed by potential applications of CT-empowered ubiquitous connectivity, and issues requiring future investigations.

Keywords

Cite

@article{arxiv.2406.12268,
  title  = {Advancing Ubiquitous Wireless Connectivity through Channel Twinning},
  author = {Yashuai Cao and Linglong Dai and Jingbo Tan and Jintao Wang and Tianyue Zheng and Wei Ni and Ekram Hossain and Dusit Niyato},
  journal= {arXiv preprint arXiv:2406.12268},
  year   = {2025}
}

Comments

Accepted for publication in IEEE Communications Magazine

R2 v1 2026-06-28T17:09:50.251Z