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
… In Section II, we present the system model, including the burst-sparse massive MIMO channel
model and the problem formulation for burst-sparse channel estimation. In Section III, we …

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
burst-sparsity model to characterize a more realistic sparse structure in practical massive
MIMO … -uniform burst sparsity is introduced. r Generic SBL-Based Framework for Non-Uniform …

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
… propose a joint burst LASSO algorithm to exploit additional joint burstsparse structure in
multi-user (MU) massive MIMO channels. Simulations show that the joint burst LASSO algorithm …

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 … a burst-form estimation
approach, referred to as the burst-… utilize the burst-sparsity property of massive MIMO channels. …

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
massive MIMO channel will appear in bursts, with each burst … a burst-sparse structure is
exploited in [2] to design a burst … the structured sparsity for massive MIMO channels without re…

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 …

Exploiting dynamic sparsity for downlink FDD-massive MIMO channel tracking

L Lian, A Liu, VKN Lau - IEEE Transactions on Signal …, 2019 - ieeexplore.ieee.org
… channel vector) has a burst structure due to the physical scatter… this burst sparsity structure
has been exploited to design a burst-… sparse structure in the spatial domain for massive MIMO

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
sparsity along the delay dimension, block sparsity along the Doppler dimension, and burst
sparsity … To investigate the 3D structured sparsity of channels in OTFS massive MIMO systems…

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 …

Estimation of sparse massive MIMO-OFDM channels with approximately common support

X Lin, S Wu, L Kuang, Z Ni, X Meng… - IEEE Communications …, 2017 - ieeexplore.ieee.org
… -channels of massive MIMO-OFDM share approximately SCS in systems with large bandwidth
… Dai, “Exploiting burst-sparsity in massive MIMO with partial channel support information,” …