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 …

Tensor-based joint channel estimation and symbol detection for time-varying mmWave massive MIMO systems

J Du, M Han, Y Chen, L **… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this paper, a tensor-based joint channel parameter estimation and information symbol
detection scheme is developed for millimeter wave (mmWave) massive multiple-input …

Nested tensor-based framework for ISAC assisted by reconfigurable intelligent surface

Y Cheng, J Du, J Liu, L **, X Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this paper, we propose a nested tensor-based framework for integrated near-field sensing
and far-field communication assisted by reconfigurable intelligent surface (RIS). With the …

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 …

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 …

Time-varying phase noise estimation, channel estimation, and data detection in RIS-assisted MIMO systems via tensor analysis

J Du, Y Cheng, L **, F Gao - IEEE Transactions on Signal …, 2023 - ieeexplore.ieee.org
In this article, we propose a nested tensor-based framework for the time-varying phase noise
(PHN) estimation, channel estimation, and data detection in downlink reconfigurable …

Nested Tucker tensor decomposition with application to MIMO relay systems using tensor space–time coding (TSTC)

G Favier, CAR Fernandes, ALF de Almeida - Signal Processing, 2016 - Elsevier
The aim of this paper is twofold. In a first part, we present a new tensor decomposition that
we call Tucker train decomposition or nested Tucker decomposition (NTD). NTD can be …

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 …

Closed-form semi-blind receiver for MIMO relay systems using double Khatri–Rao space-time coding

LR **menes, G Favier… - IEEE Signal Processing …, 2016 - ieeexplore.ieee.org
In this letter, we consider a one-way two-hop AF relaying scheme employing two
independent Khatri-Rao space-time (KRST) codings at the source and relay nodes. The …

Tensor methods for multisensor signal processing

S Miron, Y Zniyed, R Boyer… - IET signal …, 2020 - Wiley Online Library
Over the last two decades, tensor‐based methods have received growing attention in the
signal processing community. In this work, the authors proposed a comprehensive overview …