An overview of low-rank channel estimation for massive MIMO systems

H Xie, F Gao, S Jin - IEEE Access, 2016 - ieeexplore.ieee.org
channel dimensions, researchers have been investigating the low-rank (sparse) properties
of channel … overview of the current low-rank channel estimation approaches, including their …

Millimeter wave channel estimation via exploiting joint sparse and low-rank structures

X Li, J Fang, H Li, P Wang - IEEE Transactions on Wireless …, 2017 - ieeexplore.ieee.org
channel has a simultaneously sparse and low-rank structure. Our objective is to estimate/recover
the joint sparse and lowrank virtual channelEstimation of low-rank matrices or sparse …

Low-rank tensor decomposition-aided channel estimation for millimeter wave MIMO-OFDM systems

Z Zhou, J Fang, L Yang, H Li, Z Chen… - IEEE Journal on …, 2017 - ieeexplore.ieee.org
… nels, we consider estimation of wideband mmWave channels … -based method for channel
parameter estimation (including … low-rank CP, and the channel parameters can be estimated

Low-rank spatial channel estimation for millimeter wave cellular systems

PA Eliasi, S Rangan… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
… Of course, the use of low-rank spatial structure is widelyused in … channel estimation for
wireless systems [27]–[29]. The contribution in this work is to consider low-rank channel estimation

Toward real-time adaptive low-rank LMMSE channel estimation of MIMO-OFDM systems

MK Ozdemir, H Arslan, E Arvas - IEEE Transactions on …, 2006 - ieeexplore.ieee.org
… reduction in the estimation of the covariance matrices. … low-rank LMMSE channel estimation
of MIMO-OFDM sys- … study, first, a generalized lowrank channel estimator for the comb-type …

Millimeter wave time-varying channel estimation via exploiting block-sparse and low-rank structures

L Cheng, G Yue, D Yu, Y Liang, S Li - IEEE Access, 2019 - ieeexplore.ieee.org
… efficient channel estimation algorithms in timevarying mmWave massive MIMO systems.
In this work, a novel channel estimation algorithm by exploiting the block-sparse and low-rank

OFDM channel estimation by singular value decomposition

O Edfors, M Sandell, JJ Van de Beek… - IEEE Transactions …, 1998 - ieeexplore.ieee.org
… proposed lowrank estimator is also applicable. In this case our proposed channel estimator
is … on which pilots are transmitted are used for channel estimation, not all tones. The optimal …

Low rank channel estimation for space-time coded wideband OFDM systems

Y Gong, KB Letaief - … . VTC Fall 2001. Proceedings (Cat. No …, 2001 - ieeexplore.ieee.org
… The MSE bounds of the temporal estimated channel parameters are then derived. Using …
low rank channel estimator for space-time coded OFDM based on the general reduced-rank

Low-rank channel estimation for MIMO MB-OFDM UWB system over spatially correlated channel

M Hajjaj, W Chainbi… - IEEE Wireless …, 2015 - ieeexplore.ieee.org
channel estimator provides significant performance gain over least square (LS) one. We
also show that the low-rank LMMSE channel estimator … with LMMSE one for low signal-to-noise …

Compressed channel estimation for IRS-assisted millimeter wave OFDM systems: A low-rank tensor decomposition-based approach

X Zheng, P Wang, J Fang, H Li - IEEE Wireless …, 2022 - ieeexplore.ieee.org
… In this paper, we develop a new tensor-decomposition channel estimation method for IRS-…
low-rank third-order tensor by exploiting the inherent sparse structure of the cascade channel