paper-with-me

홈 › Papers

A Tractable Approach to Massive Communication and Ubiquitous Connectivity in 6G Standardization

2025-06-19 · Junyi Jiang, Wei Chen, Xin Guo, Shenghui Song, Ying Jun, Zhang, Zhu Han, Merouane Debbah, Khaled B. Letaief

The full-scale 6G standardization has attracted considerable recent attention, especially since the first 3GPP-wide 6G workshop held in March 2025. To understand the practical and fundamental values of 6G and facilitate its standardization, it is crucial to explore the theoretical limits of spectrum, energy, and coverage efficiency considering practical hardware and signaling constraints. In this paper, we present a mean-field-approximation-based investigation on two out of six use case scenarios defined by IMT-2030, namely, massive communication and ubiquitous connectivity. Being aware of the limitation in interference cancellation owing to constrained cost and hardware complexity, we investigate the spectrum reuse architecture in both usage scenarios. We propose a tractable spectrum reuse with low signaling overhead consumed for channel estimation and channel state information (CSI) feedback. Our analysis indicates that the massive communication over cellular and device-to-device (D2D) networks can benefit from channel orthogonalization, while it is unnecessary to share the CSI of interfering links. Moreover, deploying relays or movable base stations, e.g. unmanned aerial vehicle, yields substantial energy and spectrum gain for ubiquitous connectivity, despite introducing interference. As such, the mean-field-optimization-based evaluation is expected to positively impact 6G and NextG standardization in 3GPP and other standardization bodies.

📄 PDF Abstract BibTeX arXiv:2506.16304

Code (0)

등록된 구현이 없습니다.

Methods 이 논문이 사용한 방법론

AWARE We propose to theoretically and empirically examine the effect of incorporating weighting schemes into walk-aggregating GNNs. To this end, we propose a simple, interpretable, and…
BASE 설명 없음

Similar Papers 제목 키워드 기반

Ubiquitous Integrated Sensing and Communications for Massive MIMO LEO Satellite Systems

2024-07-06 · Li You, Yongxiang Zhu, Xiaoyu Qiang, Christos G. Tsinos 외

The next sixth generation (6G) networks are envisioned to integrate sensing and communications in a single system, thus greatly improving spectrum utilization and reducing hardware costs. Low earth orbit (LEO) satellite …

ISAC

Emerging Advancements in 6G NTN Radio Access Technologies: An Overview

2024-04-22 · Husnain Shahid, Carla Amatetti, Riccardo Campana, Sorya Tong 외

The efforts on the development, standardization and improvements to communication systems towards 5G Advanced and 6G are on track to provide benefits such as an unprecedented level of connectivity and performance, enabli…

Management

Sparse Code Multiple Access for 6G Wireless Communication Networks: Recent Advances and Future Directions

2021-04-03 · Lisu Yu, Zilong Liu, Miaowen Wen, Donghong Cai 외

As 5G networks rolling out in many different countries nowadays, the time has come to investigate how to upgrade and expand them towards 6G, where the latter is expected to realize the interconnection of everything as we…

The Road to 6G: Ten Physical Layer Challenges for Communications Engineers

2020-04-15 · Michail Matthaiou, Okan Yurduseven, Hien Quoc Ngo, David Morales-Jimenez 외

While the deployment of 5G cellular systems will continue well in to the next decade, much interest is already being generated towards technologies that will underlie its successor, 6G. Undeniably, 5G will have transform…

A Survey on AI for 6G: Challenges and Opportunities

2026-03-30 · Constantina Chatzieleftheriou, Eirini Liotou arxiv

As wireless communication evolves, each generation of networks brings new technologies that change how we connect and interact. Artificial Intelligence (AI) is becoming crucial in shaping the future of sixth-generation (…

Reinforcement LearningFederated Learning