Channel estimation for mmWave massive MIMO with hybrid precoding based on log-sum sparse constraints

A Zhang, W Cao, P Liu, J Sun… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… We propose a new log-sum constrained channel estimation algorithm for mmWave massive
MIMO with hybrid precoding. Comparing with the IR-based scheme [12], we can achieve …

Channel estimation for extremely large-scale massive MIMO: Far-field, near-field, or hybrid-field?

X Wei, L Dai - IEEE Communications Letters, 2021 - ieeexplore.ieee.org
… the hybrid-field channel feature of the XL-MIMO channel, where … Then, we propose a
hybrid-field channel model to capture … the channel estimation, the above non-sparse channel hfar−…

Tensor-based channel estimation for massive MIMO-OFDM systems

DC Araújo, ALF De Almeida, JPCL Da Costa… - IEEE …, 2019 - ieeexplore.ieee.org
… -CS channel estimation approach that resorts to a sparse … the frequency-selective massive
MIMO channel in the frequency-… of the massive MIMO channel tensor G, as well as its sparse

Clustered sparse Bayesian learning based channel estimation for millimeter-wave massive MIMO systems

X Wu, S Ma, X Yang, G Yang - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
… only sparse but also clustering properties for the channel estimation in mmWave massive
As we mentioned earlier, the structural information of the sparse channels, ie, the sizes {d} of …

Compressed channel feedback for correlated massive MIMO systems

MS Sim, J Park, CB Chae… - … of Communications and …, 2016 - ieeexplore.ieee.org
… In Sections II and III, we introduce the system model for massive multi-user MIMO systems,
and a review of sparse signal compression including CS and dimensionaltiy reduction. In …

Delay-Doppler alignment modulation for spatially sparse massive MIMO communication

H Lu, Y Zeng - IEEE Transactions on Wireless Communications, 2023 - ieeexplore.ieee.org
channel sparsity, it is also applicable to non-sparse channels… and the transceiver architecture
of MIMO DDAM, followed by … selective channels into time-invariant ISI-free channels, which …

Fast channel tracking for terahertz beamspace massive MIMO systems

X Gao, L Dai, Y Zhang, T Xie, X Dai… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
… the special sparse structure of THz beamspace channels, we … , the channel tracking for THz
beamspace massive MIMO … ) channel tracking scheme for THz beamspace massive MIMO sys…

Massive MIMO channel estimation for millimeter wave systems via matrix completion

E Vlachos, GC Alexandropoulos… - IEEE Signal Processing …, 2018 - ieeexplore.ieee.org
… estimation has been treated as a compressive sensing problem [7], where the orthogonal
matching pursuit (OMP) algorithm [8] has usually been adopted to recover the sparse channel

Sparse Bayesian multi-task learning of time-varying massive MIMO channels with dynamic filtering

A Shahmansoori - IEEE Wireless Communications Letters, 2020 - ieeexplore.ieee.org
sparse Bayesian learning (SBL) is applied for learning time-varying sparse channels in the
uplink for multi-user massive MIMO … , the dynamic information of the sparse channel is used to …

Exploiting the massive MIMO channel structural properties for minimization of channel estimation error and training overhead

S Bazzi, S Stefanatos, L Le Magoarou, SE Hajri… - IEEE …, 2019 - ieeexplore.ieee.org
… have proposed CS-inspired algorithms for UL massive MIMO wideband channel estimation
[34], [38]… Building on the sparse channel model from the previous section and introducing the …