Fifty years of MIMO detection: The road to large-scale MIMOs

S Yang, L Hanzo - IEEE communications surveys & tutorials, 2015 - ieeexplore.ieee.org
The emerging massive/large-scale multiple-input multiple-output (LS-MIMO) systems that
rely on very large antenna arrays have become a hot topic of wireless communications …

Scaling up MIMO: Opportunities and challenges with very large arrays

F Rusek, D Persson, BK Lau… - IEEE signal …, 2012 - ieeexplore.ieee.org
Multiple-input multiple-output (MIMO) technology is maturing and is being incorporated into
emerging wireless broadband standards like long-term evolution (LTE)[1]. For example, the …

[图书][B] Foundations of MIMO communication

RW Heath Jr, A Lozano - 2018 - books.google.com
Understand the fundamentals of wireless and MIMO communication with this accessible and
comprehensive text. Viewing the subject through an information theory lens, but also …

On the performance gain of NOMA over OMA in uplink communication systems

Z Wei, L Yang, DWK Ng, J Yuan… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this paper, we investigate and reveal the ergodic sum-rate gain (ESG) of non-orthogonal
multiple access (NOMA) over orthogonal multiple access (OMA) in uplink cellular …

Network planning with deep reinforcement learning

H Zhu, V Gupta, SS Ahuja, Y Tian, Y Zhang… - Proceedings of the 2021 …, 2021 - dl.acm.org
Network planning is critical to the performance, reliability and cost of web services. This
problem is typically formulated as an Integer Linear Programming (ILP) problem. Today's …

Generalized approximate message passing for estimation with random linear mixing

S Rangan - 2011 IEEE International Symposium on Information …, 2011 - ieeexplore.ieee.org
We consider the estimation of a random vector observed through a linear transform followed
by a componentwise probabilistic measurement channel. Although such linear mixing …

[图书][B] Spectral analysis of large dimensional random matrices

Z Bai, JW Silverstein - 2010 - Springer
The aim of this book is to investigate the spectral properties of random matrices (RM) when
their dimensions tend to infinity. All classical limiting theorems in statistics are under the …

The dynamics of message passing on dense graphs, with applications to compressed sensing

M Bayati, A Montanari - IEEE Transactions on Information …, 2011 - ieeexplore.ieee.org
“Approximate message passing”(AMP) algorithms have proved to be effective in
reconstructing sparse signals from a small number of incoherent linear measurements …

[PDF][PDF] Fundamentals of wireless communication

D Tse - Cambridge University Press google schola, 2005 - saravanyablog.wordpress.com
The past decade has seen many advances in physical layer wireless communication theory
and their implementation in wireless systems. This textbook takes a unified view of the …

[图书][B] Wireless communications

A Goldsmith - 2005 - books.google.com
Wireless technology is a truly revolutionary paradigm shift, enabling multimedia
communications between people and devices from any location. It also underpins exciting …