From theory to practice: An overview of MIMO space-time coded wireless systems

D Gesbert, M Shafi, D Shiu, PJ Smith… - IEEE Journal on …, 2003 - ieeexplore.ieee.org
This paper presents an overview of progress in the area of multiple input multiple output
(MIMO) space-time coded wireless systems. After some background on the research leading …

Tensor decompostions: state of the art and applications

P Comon - Institute of Mathematics and its Applications …, 2002 - books.google.com
In this paper, we present a partial survey of the tools borrowed from tensor algebra, which
have been utilized recently in Statistics and Signal Processing. It is shown why the …

Tensor decomposition for signal processing and machine learning

ND Sidiropoulos, L De Lathauwer, X Fu… - … on signal processing, 2017 - ieeexplore.ieee.org
Tensors or multiway arrays are functions of three or more indices (i, j, k,...)-similar to matrices
(two-way arrays), which are functions of two indices (r, c) for (row, column). Tensors have a …

Tensor decompositions for signal processing applications: From two-way to multiway component analysis

A Cichocki, D Mandic, L De Lathauwer… - IEEE signal …, 2015 - ieeexplore.ieee.org
The widespread use of multisensor technology and the emergence of big data sets have
highlighted the limitations of standard flat-view matrix models and the necessity to move …

[BOK][B] Adaptive blind signal and image processing: learning algorithms and applications

A Cichocki, S Amari - 2002 - books.google.com
With solid theoretical foundations and numerous potential applications, Blind Signal
Processing (BSP) is one of the hottest emerging areas in Signal Processing. This volume …

Analog beamforming in MIMO communications with phase shift networks and online channel estimation

V Venkateswaran… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
In multiple-input multiple-output (MIMO) systems, the use of many radio frequency (RF) and
analog-to-digital converter (ADC) chains at the receiver is costly. Analog beamformers …

Tensor-based algebraic channel estimation for hybrid IRS-assisted MIMO-OFDM

Y Lin, S **, M Matthaiou, X You - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
We consider the channel estimation problem in multiple-input multiple-output orthogonal
frequency division multiplexing (MIMO-OFDM) systems assisted by intelligent reconfigurable …

Blind PARAFAC receivers for DS-CDMA systems

ND Sidiropoulos, GB Giannakis… - IEEE Transactions on …, 2000 - ieeexplore.ieee.org
This paper links the direct-sequence code-division multiple access (DS-CDMA) multiuser
separation-equalization-detection problem to the parallel factor (PARAFAC) model, which is …

Space-time processing for wireless communications

AJ Paulraj, CB Papadias - IEEE signal processing magazine, 1997 - ieeexplore.ieee.org
Space-time processing can improve network capacity, coverage, and quality by reducing co-
channel interference (CCI) while enhancing diversity and array gain. This article focuses …

Optimization algorithms exploiting unitary constraints

JH Manton - IEEE transactions on signal processing, 2002 - ieeexplore.ieee.org
This paper presents novel algorithms that iteratively converge to a local minimum of a real-
valued function f (X) subject to the constraint that the columns of the complex-valued matrix …