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From theory to practice: An overview of MIMO space-time coded wireless systems
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 …
(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 …
have been utilized recently in Statistics and Signal Processing. It is shown why the …
Tensor decomposition for signal processing and machine learning
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 …
(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
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 …
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 …
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 …
analog-to-digital converter (ADC) chains at the receiver is costly. Analog beamformers …
Tensor-based algebraic channel estimation for hybrid IRS-assisted MIMO-OFDM
We consider the channel estimation problem in multiple-input multiple-output orthogonal
frequency division multiplexing (MIMO-OFDM) systems assisted by intelligent reconfigurable …
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 …
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 …
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 …
valued function f (X) subject to the constraint that the columns of the complex-valued matrix …