Advancing Ubiquitous Wireless Connectivity Through Channel Twinning

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 advo-cates 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 wide-spread 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, and cites potential applications of CT-empowered ubiquitous connectivity and issues requiring future investigations.

Authors

Institutions

Publication Details

Journal
IEEE Communications Magazine
Published
2025-03-04
DOI
https://doi.org/10.1109/mcom.001.2400476
Citations
2
Primary Topic
Opportunistic and Delay-Tolerant Networks
Type
article
Field-Weighted Citation Impact
2.97
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Advancing Ubiquitous Wireless Connectivity Through Channel Twinning

Wei Ni, Tianyue Zheng, Yashuai Cao, Jingbo Tan et al.
2 citations
IEEE Communications Magazine
Opportunistic and Delay-Tolerant Networks
2.97
article

Advancing Ubiquitous Wireless Connectivity Through Channel Twinning

Wei Ni, Tianyue Zheng, Yashuai Cao, Jingbo Tan, Linglong Dai, Ekram Hossain, Dusit Niyato, Jintao Wang
article en
2 citations

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 advo-cates 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 wide-spread 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, and cites potential applications of CT-empowered ubiquitous connectivity and issues requiring future investigations.

IEEE Communications MagazineVol. 63(5)
Commonwealth Scientific and Industrial Research Organisation (AU), Nanyang Technological University (SG), University of Manitoba (CA), Tsinghua University (CN)
Openalex Percentile: Top 10%
Opportunistic and Delay-Tolerant Networks
2.97
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Advancing Ubiquitous Wireless Connectivity Through Channel Twinning — Wei Ni, Tianyue Zheng, et al. · IEEE Communications Magazine (2025) | TGRS Research Map | TGRS