Dictionary learning-based sparse channel representation and estimation for FDD massive MIMO systems

Y Ding, BD Rao - IEEE Transactions on Wireless …, 2018 - ieeexplore.ieee.org
… traffic and delay-sensitive applications, most cellular systems today employ FDD [2], [3]. …
in a FDD massive MIMO system, one option is to explore possible underlying channel structure

Compressed sensing-aided downlink channel training for FDD massive MIMO systems

Y Han, J Lee, DJ Love - IEEE Transactions on Communications, 2017 - ieeexplore.ieee.org
… Since the transformation matrix is determined by the structure of the antenna array, we …
length of training sequence, massive MIMO channels are hardly sparse enough to directly apply …

Distributed compressed sensing aided sparse channel estimation in FDD massive MIMO system

R Zhang, H Zhao, J Zhang - IEEE Access, 2018 - ieeexplore.ieee.org
… acquire the CSI in FDD massive MIMO system is based on … the DL channel estimation in FDD
massive MIMO system. This is … this channel structure, a hybrid training structure is proposed …

FDD massive MIMO based on efficient downlink channel reconstruction

Y Han, Q Liu, CK Wen, S Jin… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… For example, compressed sensing was introduced to estimate the sparse channel through a
… -OFDM scenario, we design the codebook in accordance with the structure of a component …

FDD massive MIMO: Efficient downlink probing and uplink feedback via active channel sparsification

MB Khalilsarai, S Haghighatshoar… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
… and UL feedback overhead in FDD massive MIMO systems. Some of these techniques rely
… rank or sparse structures to reduce DL training overhead, since in a massive MIMO scenario…

FDD massive MIMO via UL/DL channel covariance extrapolation and active channel sparsification

MB Khalilsarai, S Haghighatshoar… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… overheads by exploiting the sparse structure of the massive MIMO channel. In … admit a
sparse representation in the beam-space domain (eg, see [21], [22]). Building on this idea, a large

Low-rank covariance-assisted downlink training and channel estimation for FDD massive MIMO systems

J Fang, X Li, H Li, F Gao - IEEE Transactions on Wireless …, 2017 - ieeexplore.ieee.org
… has a sparse or an approximate sparse representation on the virtual angular domain. …
issue in FDD massive MIMO systems. In this paper, we exploited the low-rank structure of the …

Spatially common sparsity based adaptive channel estimation and feedback for FDD massive MIMO

Z Gao, L Dai, Z Wang, S Chen - IEEE transactions on signal …, 2015 - ieeexplore.ieee.org
MIMO systems. However, to obtain the fine-grain spatial channel structures in massive MIMO
systems… His research interests include sparse signal processing, massive MIMO, millimeter-…

Channel estimation for FDD massive MIMO system by exploiting the sparse structures in angular domain

Y Wang, X Xia, K Xu, W Xie, M Wang - EURASIP Journal on Wireless …, 2019 - Springer
… exploit the structures in the channel sparsity to give a robust channel estimation. In this
paper, we investigate the downlink channel estimation problem for FDD massive MIMO system

FDD massive MIMO channel estimation with arbitrary 2D-array geometry

J Dai, A Liu, VKN Lau - IEEE Transactions on Signal …, 2018 - ieeexplore.ieee.org
sparse representation of massive MIMO systems with an arbitrary 2D-array geometry, and
we propose an efficient sparse … model guarantees a jointly sparse structure from the angular …