Mathematical optimization is now widely regarded as an indispensable modeling and solution tool for the design of wireless communications systems. While optimization has …
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 …
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 …
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 …
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 …
This paper addresses the joint user identification and channel estimation (JUICE) problem in machine-type communications under the practical spatially correlated channels model with …
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 …
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 …
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 …