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Near-field communications: A tutorial review
Extremely large-scale antenna arrays, tremendously high frequencies, and new types of
antennas are three clear trends in multi-antenna technology for supporting the sixth …
antennas are three clear trends in multi-antenna technology for supporting the sixth …
Fifty years of MIMO detection: The road to large-scale MIMOs
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 …
rely on very large antenna arrays have become a hot topic of wireless communications …
Surprises in high-dimensional ridgeless least squares interpolation
Interpolators—estimators that achieve zero training error—have attracted growing attention
in machine learning, mainly because state-of-the art neural networks appear to be models of …
in machine learning, mainly because state-of-the art neural networks appear to be models of …
Massive MIMO networks: Spectral, energy, and hardware efficiency
E Björnson, J Hoydis… - Foundations and Trends® …, 2017 - nowpublishers.com
Massive multiple-input multiple-output (MIMO) is one of the most promising technologies for
the next generation of wireless communication networks because it has the potential to …
the next generation of wireless communication networks because it has the potential to …
[SÁCH][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 …
comprehensive text. Viewing the subject through an information theory lens, but also …
Intelligent reflecting surface-aided URLLC in a factory automation scenario
Different from conventional wired line connections, industrial control through wireless
transmission is widely regarded as a promising solution due to its reduced cost, increased …
transmission is widely regarded as a promising solution due to its reduced cost, increased …
A survey of energy-efficient techniques for 5G networks and challenges ahead
After about a decade of intense research, spurred by both economic and operational
considerations, and by environmental concerns, energy efficiency has now become a key …
considerations, and by environmental concerns, energy efficiency has now become a key …
[SÁCH][B] Free probability and random matrices
JA Mingo, R Speicher - 2017 - Springer
This book is an invitation to the world of free probability theory. Free probability is a quite
young mathematical theory with many avatars. It owes its existence to the visions of one …
young mathematical theory with many avatars. It owes its existence to the visions of one …
[SÁCH][B] Random matrix methods for machine learning
R Couillet, Z Liao - 2022 - books.google.com
This book presents a unified theory of random matrices for applications in machine learning,
offering a large-dimensional data vision that exploits concentration and universality …
offering a large-dimensional data vision that exploits concentration and universality …
Vector approximate message passing
S Rangan, P Schniter… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The standard linear regression (SLR) problem is to recover a vector x 0 from noisy linear
observations y= Ax 0+ w. The approximate message passing (AMP) algorithm proposed by …
observations y= Ax 0+ w. The approximate message passing (AMP) algorithm proposed by …