Tensor decompositions in wireless communications and MIMO radar

H Chen, F Ahmad, S Vorobyov… - IEEE Journal of Selected …, 2021 - ieeexplore.ieee.org
The emergence of big data and the multidimensional nature of wireless communication
signals present significant opportunities for exploiting the versatility of tensor …

Semi-blind receivers for non-regenerative cooperative MIMO communications based on nested PARAFAC modeling

LR **menes, G Favier… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
In cooperative communication systems, multiple-input multiple-output (MIMO) amplify-and-
forward (AF) relaying is a promising solution for upcoming wireless standards due to its …

Tensor space-time-frequency coding with semi-blind receivers for MIMO wireless communication systems

G Favier, ALF de Almeida - IEEE Transactions on Signal …, 2014 - ieeexplore.ieee.org
In this paper, we first introduce two new classes of constrained tensor models that we call
generalized PARATUCK-(N1, N) and Tucker-(N1, N) models. A new tensor space-time …

Tensor-based receiver for joint channel, data, and phase-noise estimation in MIMO-OFDM systems

B Sokal, PRB Gomes, ALF de Almeida… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Phase-noise is a system impairment caused by the mismatch between the oscillators at the
transmitter and the receiver. In OFDM systems, this induces inter-carrier-interference (ICI) by …

Tensor modelling of MIMO communication systems with performance analysis and Kronecker receivers

MN da Costa, G Favier, JMT Romano - Signal Processing, 2018 - Elsevier
The purpose of this paper is manifold. In a first part, we present a new alternating least
squares (ALS)-based method for estimating the matrix factors of a Kronecker product, the so …

[HTML][HTML] Distributed manufacturing of flexible products: Technical feasibility and economic viability

AL Woern, JM Pearce - Technologies, 2017 - mdpi.com
Distributed manufacturing even at the household level is now well established with the
combined use of open source designs and self-replicating rapid prototyper (RepRap) 3-D …

PARAFAC-PARATUCK semi-blind receivers for two-hop cooperative MIMO relay systems

LR **menes, G Favier, ALF de Almeida… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
In two-hop amplify-and-forward (AF) relay systems, a source node sends information to one
or several relay nodes that amplify and retransmit the received signals to a destination node …

Tensor-based joint channel estimation for multi-way massive MIMO hybrid relay systems

J Du, S Ye, L **, X Li, HQ Ngo… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Recently, research on the design of relay structure and optimal precoding matrix in massive
multiple-input multiple-output (MIMO) relay systems has been proposed in many works …

Double Khatri–Rao space-time-frequency coding using semi-blind PARAFAC based receiver

ALF de Almeida, G Favier - IEEE Signal Processing Letters, 2013 - ieeexplore.ieee.org
We first introduce a new class of tensor models for fourth-order tensors, referred to as
“nested PARAFAC models.” Then, we present a space-time-frequency (STF) coding scheme …

Semi-blind receivers for joint symbol and channel estimation in space-time-frequency MIMO-OFDM systems

K Liu, JPCL Da Costa, HC So… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
In wireless communications, increased spectral efficiency and low error rates can be
achieved by means of space-time-frequency coded MIMO-OFDM systems. In this work, we …