Non-uniform burst-sparsity learning for massive MIMO channel estimation

J Dai, A Liu, HC So - IEEE Transactions on Signal Processing, 2018 - ieeexplore.ieee.org
… Abstract—We address the downlink channel estimation prob- … (MIMO) systems in this
paper, where the inherit burst-sparsity structure is exploited to improve the channel estimation

Exploiting burst-sparsity in massive MIMO with partial channel support information

A Liu, VKN Lau, W Dai - IEEE Transactions on Wireless …, 2016 - ieeexplore.ieee.org
… -sparse signal with a higher dimension, from which a burst … to exploit the burstsparse
structure in massive MIMO channels.… the channel estimation error of the proposed burst LASSO …

Joint burst LASSO for sparse channel estimation in multi-user massive MIMO

A Liu, V Lau, W Dai - 2016 IEEE International Conference on …, 2016 - ieeexplore.ieee.org
MIMO channel. In Section IV, we extend the results for SU burstsparse channel estimation,
and propose a joint burst … the joint burstsparse structure of the MU massive MIMO channels. …

A low complexity burst channel estimation algorithm for FDD massive MIMO systems

N Nouri, MJ Azizipour - Physical Communication, 2022 - Elsevier
… In Section 2, we introduce the system and sparse channel models, also construct sensing
matrix as the training signal. In Section 3, the proposed greedy and iterative algorithm which …

Multi-user massive MIMO channel estimation using joint sparsity and non-ideal feedback modeling

N Sadeghi, M Azghani - Digital Signal Processing, 2020 - Elsevier
… of downlink channel pilots and uplink channel feedback. In this … -user massive MIMO system
and apply joint sparsity-based … of the channel support over time as well as the burst sparsity

Downlink channel estimation in multiuser massive MIMO with hidden Markovian sparsity

A Liu, L Lian, VKN Lau, X Yuan - IEEE Transactions on Signal …, 2018 - ieeexplore.ieee.org
… J-BurstLASSO [8]: This algorithm is based on LASSO (convex optimization) and it can
exploit the joint burst sparsity of multi-user massive MIMO channels. OAMP [11]: The OAMP …

Structured turbo compressed sensing for massive MIMO channel estimation using a Markov prior

L Chen, A Liu, X Yuan - IEEE Transactions on Vehicular …, 2017 - ieeexplore.ieee.org
… First, the SSCE algorithms that exploit joint sparsity or burst sparsitysparsity of massive
MIMO channels and propose a structured Turbo-CS algorithm to improve the channel estimation

Learning the structured sparsity: 3-D massive MIMO channel estimation and adaptive spatial interpolation

Y Wang, A Liu, X Xia, K Xu - IEEE Transactions on Vehicular …, 2019 - ieeexplore.ieee.org
… By exploiting this structure, a novel channel estimation scheme based on burst LASSO … ,
we consider the channel estimation for TDD three-dimension (3D) massive MIMO system, where …

Channel estimation for orthogonal time frequency space (OTFS) massive MIMO

W Shen, L Dai, J An, P Fan… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
channel estimation technique to solve this problem. First, we show that the OTFS MIMO
channel exhibits 3D-structured sparsity: … along the Doppler dimension, and burst sparsity along …

A burst-form CSI estimation approach for FDD massive MIMO systems

MJ Azizipour, K Mohamed-Pour, AL Swindlehurst - Signal Processing, 2019 - Elsevier
… When the massive MIMO channel satisfies the burst-sparsity property, we can acquire the …
In this section, a least squares algorithm is investigated for compressed channel estimation