Performance analysis of channel extrapolation in FDD massive MIMO systems

F Rottenberg, T Choi, P Luo, CJ Zhang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
FDD massive MIMO systems, this paper investigates the theoretical performance of channel
extrapolation … in-depth theoretical study of the system performance as opposed to previous …

Deep learning based antenna selection for channel extrapolation in FDD massive MIMO

Y Yang, S Zhang, F Gao, C Xu, J Ma… - … and signal processing …, 2020 - ieeexplore.ieee.org
… problem in order to achieve the best channel extrapolation and decrease the data size of
NNs… proposed massive MIMO channel extrapolation algorithm. Index Terms—Massive multiple-…

Channel extrapolation in FDD massive MIMO: Theoretical analysis and numerical validation

F Rottenberg, R Wang, J Zhang… - 2019 IEEE Global …, 2019 - ieeexplore.ieee.org
FDD massive MIMO systems, this paper investigates the theoretical performance limits of
channel extrapolation … First, we highlight the advantages of high-resolution channel estimation …

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

MB Khalilsarai, S Haghighatshoar… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… for massive MIMO in FDD systems. Our goal is to be able to serve as many users as possible
even with very small number of DL pilots, compared to the inherent channel dimension. …

Channel extrapolation for FDD massive MIMO: Procedure and experimental results

T Choi, F Rottenberg, J Gomez-Ponce… - … Technology …, 2019 - ieeexplore.ieee.org
… a large MSE does not necessarily induce a high loss in beamforming power. In conclusion,
our results do not necessarily imply that the channel extrapolation for FDD massive MIMO

Towards practical FDD massive MIMO: CSI extrapolation driven by deep learning and actual channel measurements

M Arnold, S Dörner, S Cammerer… - … on Signals, Systems …, 2019 - ieeexplore.ieee.org
… (DL) channel state information (CSI) back to the base station (BS), in … FDD Massive MIMO
system that avoids this overhead by employing a deep learning-driven channel extrapolation, ie…

Multi-domain channel extrapolation for FDD massive MIMO systems

Y Han, S Jin, X Li, CK Wen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… in FDD massive MIMO system. As long as the spatial stationarity holds, we can directly
extrapolate the large … In this paper, we consider an FDD massive MIMO system with plenty of …

Enabling FDD massive MIMO through deep learning-based channel prediction

M Arnold, S Dörner, S Cammerer, S Yan… - arXiv preprint arXiv …, 2019 - arxiv.org
… However, none of these works focus on the problem of extrapolating/prediction from one …
the FDD Massive MIMO problem is known. A classical estimation using the channel covariance …

Experimental investigation of frequency domain channel extrapolation in massive MIMO systems for zero-feedback FDD

T Choi, F Rottenberg, J Gomez-Ponce… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
… (FDD) massive multi-input multi-output (MIMO) systemsFDD massive MIMO systems
based on channel extrapolation. … (SAGE) algorithm, to extrapolate the DL CSI based on the …

Information-theoretic pilot design for downlink channel estimation in FDD massive MIMO systems

Y Gu, YD Zhang - IEEE Transactions on Signal Processing, 2019 - ieeexplore.ieee.org
… By generalizing the downlink channels in FDD massive MIMO systems to follow Gaussian
mixture distributions, the main contributions of this paper can be summarized as follows: r We …