Multiple access techniques for intelligent and multi-functional 6G: Tutorial, survey, and outlook

B Clerckx, Y Mao, Z Yang, M Chen, A Alkhateeb… - arXiv preprint arXiv …, 2024 - arxiv.org
Multiple access (MA) is a crucial part of any wireless system and refers to techniques that
make use of the resource dimensions to serve multiple users/devices/machines/services …

A survey of advances in optimization methods for wireless communication system design

YF Liu, TH Chang, M Hong, Z Wu, AMC So… - arXiv preprint arXiv …, 2024 - arxiv.org
Mathematical optimization is now widely regarded as an indispensable modeling and
solution tool for the design of wireless communications systems. While optimization has …

Grant‐Free Random Access via Covariance‐Based Approach

YF Liu, W Yu, Z Wang, Z Chen… - Next Generation Multiple …, 2024 - Wiley Online Library
This chapter presents the theory and algorithms for a covariance‐based approach for device
activity detection in a grant‐free random access protocol. We consider the device activity …

Massive Unsourced Random Access for Near-Field Communications

X Xie, Y Wu, J An, DWK Ng, C Xing… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper investigates the unsourced random access (URA) problem with a massive
multiple-input multiple-output receiver that serves wireless devices in the near-field of …

Activity Detection for Massive Connectivity in Cell-free Networks with Unknown Large-scale Fading, Channel Statistics, Noise Variance, and Activity Probability: A …

H Zhang, Q Lin, Y Li, L Cheng… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Activity detection is an important task in the next generation grant-free multiple access. While
there are a number of existing algorithms designed for this purpose, they mostly require …

Grant‐Free Massive Random Access: Joint Activity Detection, Channel Estimation, and Data Decoding

X Bian, Y Mao, J Zhang - Next Generation Multiple Access, 2024 - Wiley Online Library
Although grant‐free random access (RA) is a promising uplink access mechanism for
massive machine‐type communications, its potential has yet to be fully unleashed …

Hierarchical MTC user activity detection and channel estimation with unknown spatial covariance

H Djelouat, MJ Sillanpää, M Leinonen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper addresses the joint user identification and channel estimation (JUICE) problem in
machine-type communications under the practical spatially correlated channels model with …

Federated Learning with Massive Random Access

S Xia, Y Shi, Y Zhou, Y Wu, LF Yang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In this paper, we propose an online federated learning framework with massive random
access, aiming to learn a sequence of global models using local data that are sequentially …

Wireless 6G Connectivity for Massive Number of Devices and Critical Services

AE Kalør, G Duris, S Coleri, S Parkvall, W Yu… - arXiv preprint arXiv …, 2024 - arxiv.org
Compared to the generations up to 4G, whose main focus was on broadband and coverage
aspects, 5G has expanded the scope of wireless cellular systems towards embracing two …

RIS-Assisted Massive Access with Semi-Passive Elements

Y Cao, C Xing, Y Wu, J An, DWK Ng… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) has been recently regarded as a disruptive
candidate technology for enabling next generation wireless communication. It can establish …