Deep learning for beamspace channel estimation in millimeter-wave massive MIMO systems

X Wei, C Hu, L Dai - IEEE Transactions on Communications, 2020 - ieeexplore.ieee.org
… of the sparse beamspace channel to propose a more suitable network for the beamspace
channel estimation problem in mmWave massive MIMO systems in the next section. …

Massive uncoordinated access with massive MIMO: A dictionary learning approach

Y Han, BD Rao, J Lee - IEEE Transactions on Wireless …, 2019 - ieeexplore.ieee.org
… frame structure and receiver processing based on sparse dictionary learning, a massive
the benefit of massive MIMO presumes accurate channel information, channel estimation is …

Joint channel and location estimation of massive MIMO system with phase noise

X Zheng, A Liu, V Lau - IEEE Transactions on Signal …, 2020 - ieeexplore.ieee.org
… In Section II, we present the system model as well as the sparse channel representation
model for the localization problem. In Section III, we provide the MAP problem formulation for the …

Channel estimation in massive MIMO systems based on generalized block adaptive matching pursuit algorithm

Y Huang, Y He, W He, L Shi… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
… and demonstrated the effectiveness of the sparse block structure in emerging massive
MIMO systems and further reduced the pilot overhead. However, all of the algorithms need the …

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
… measurement [12]–[15], and a sparse channel can be … a novel channel estimation scheme
for FDD massive MIMO systems… is that even though the channel statistics change with time, the …

Compressed channel estimation for massive MIMO-OFDM systems over doubly selective channels

AN Uwaechia, NM Mahyuddin, MF Ain, NMA Latiff… - Physical …, 2019 - Elsevier
massive MU-MIMO-OFDM channel in a much sparser form. Furthermore, we focus on the
pilot design problem, for sparse channel estimation for massive MIMO-OFDM Systems over DS …

Sparse activity detection in multi-cell massive MIMO exploiting channel large-scale fading

Z Chen, F Sohrabi, W Yu - IEEE Transactions on Signal …, 2021 - ieeexplore.ieee.org
sparse activity detection in a multi-cell massive MIMO system with C-RAN architecture by
exploiting the channel … limit of the MLE in the massive MIMO regime, where the number of …

Uplink channel estimation for massive MIMO systems exploring joint channel sparsity

C Qi, L Wu - Electronics Letters, 2014 - Wiley Online Library
… 1 we compare the individual sparse channel estimation and joint sparse channelsparse
channel estimation, which shows that our scheme is typically beneficial for massive MIMO

Compressive sensing with prior support quality information and application to massive MIMO channel estimation with temporal correlation

X Rao, VKN Lau - IEEE Transactions on Signal Processing, 2015 - ieeexplore.ieee.org
… Finally, we apply the proposed framework to sparse channel estimation in massive MIMO
systems with temporal correlation to further reduce the required pilot training overhead. …

Massive MIMO channel models: A survey

K Zheng, S Ou, X Yin - International Journal of Antennas and …, 2014 - Wiley Online Library
… Therefore, the study of the antenna array configuration on a constraint or unconstraint area
is valuable for the development of massive MIMO, such as the design of sparse antenna array…