A survey of recent advances in optimization methods for wireless communications

YF Liu, TH Chang, M Hong, Z Wu… - IEEE Journal on …, 2024 - ieeexplore.ieee.org
Mathematical optimization is now widely regarded as an indispensable modeling and
solution tool for the design of wireless communications systems. While optimization has …

Covariance-based activity detection in cooperative multi-cell massive MIMO: Scaling law and efficient algorithms

Z Wang, YF Liu, Z Wang, W Yu - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper focuses on the covariance-based activity detection problem in a multi-cell
massive multiple-input multiple-output (MIMO) system. In this system, active devices transmit …

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 …

Signal processing and learning for next generation multiple access in 6G

W Chen, Y Liu, H Jafarkhani, YC Eldar, P Zhu… - arXiv preprint arXiv …, 2023 - arxiv.org
Wireless communication systems to date primarily rely on the orthogonality of resources to
facilitate the design and implementation, from user access to data transmission. Emerging …

Hardware-impaired rician-faded cell-free massive MIMO systems with LSFD and channel aging: SE analysis and optimization

V Tentu, DN Amudala, A Chattopadhyay… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
We study the impact of channel aging on the uplink of a cell-free (CF) massive multiple-input
multiple-output (mMIMO) system by considering i) spatially-correlated Rician-faded …

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 …

GAMP or GOAMP/GVAMP Receiver in Generalized Linear Systems: Achievable Rate, Coding Principle, and Comparative Study

Y Chi, X Chen, L Liu, Y Li, B Bai… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
This paper investigates the generalized linear system (GLS), widely employed to evaluate
the impact of nonlinear preprocessing on wireless transceivers. Two state-of-the-art signal …

Device Detection and Channel Estimation in MTC with Correlated Activity Pattern

H Djelouat, M Juntti… - 2023 57th Asilomar …, 2023 - ieeexplore.ieee.org
This paper provides a solution for the activity detection and channel estimation problem in
grant-free access with correlated device activity patterns. In particular, we consider a …

Proximal gradient-based unfolding for massive random access in IoT networks

Y Zou, Y Zhou, X Chen, YC Eldar - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Grant-free random access is an effective technology for enabling low-overhead and low-
latency massive access, where joint activity detection and channel estimation (JADCE) is a …

Advanced signal processing techniques for machine type communications

L Marata - 2024 - oulurepo.oulu.fi
The rapid evolution of wireless technology has led to the emergence of new use cases and
the deployment of various types of communication devices across broad geographic areas …