Deep learning for multi-user MIMO systems: Joint design of pilot, limited feedback, and precoding

J Jang, H Lee, IM Kim, I Lee - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… of pilots, limited feedback, and the precoder. To this end, we introduce neural network (NN) …
channel acquisition process of MU-MIMO networks. Specifically, we propose to use a NN for …

Overview of precoding techniques for massive MIMO

MA Albreem, AH Al Habbash, AM Abu-Hudrouss… - IEEE …, 2021 - ieeexplore.ieee.org
… -scale MIMO, they have been exploited in massive MIMO networks… -scale MIMO precoding
techniques for massive MIMO. This … number of orthogonal pilots in massive MIMO systems in a …

Pilot contamination mitigation by pilot assignment and adaptive linear precoding for massive MIMO multi-cell systems

A Misso, M Kissaka - Telecommunication Systems, 2024 - Springer
pilot contamination mitigation approach in massive MIMO systems by integrating pilot assignment
and adaptive linear precoding… MRT and ZF precoding schemes, together with two pilot

Improved spectral efficiency in massive MIMO ultra-dense networks through optimal pilot-based vector perturbation precoding

RA Raja, B Vijayalakshmi - Optik, 2023 - Elsevier
… UDN using optimal pilot-based vector perturbation (OPVP) precoding. The optimal pilot
design … This integrated OPVP precoding uses compressive sensing to select the low-dimensional …

Deep double-pilot-based hybrid precoding in UAV-enabled mmWave massive MIMO

Z Hong, T Li, F Li - … Journal on Wireless Communications and Networking, 2020 - Springer
… We propose a double-pilot-based time-varying hybrid precoding system based on the analysis
that analog precoding and digital precoding vary in different speeds and the size of them …

Performance analyses of channel estimation and precoding for massive MIMO downlink in the TDD system

AA Abdulateef, SM Ibrahim… - 2020 4th …, 2020 - ieeexplore.ieee.org
… In this paper, a pilot reuse factor with large scale fading precoding is proposed to mitigate the
pilot contamination effect… In this section, a cellular hexagonal network with pilot reuse factor …

Deep learning for distributed channel feedback and multiuser precoding in FDD massive MIMO

F Sohrabi, KM Attiah, W Yu - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
precoding system. By properly training the proposed neural network, we jointly optimize the
downlink pilots … each user, and the multiuser downlink precoding scheme at the BS for each …

Topological pilot assignment in large-scale distributed MIMO networks

H Yu, X Yi, G Caire - IEEE Transactions on Wireless …, 2022 - ieeexplore.ieee.org
… the pilot assignment problem in largescale distributed multi-input multi-output (MIMO) networks,
where … , we model the network by a partially-connected interference network, so that the …

Mitigating pilot contamination in Rician faded massive MIMO 5G systems using enhanced zero forcing precoding and ring partitioning

S Deshpande, P Sharma, M Aggarwal, S Ahuja - Physical Communication, 2021 - Elsevier
… , precoding and channel estimation [38]. So, it is clear that by using proper precoding, we
can reduce pilot … reduction in peak to average power ratio (PAPR) of massive MIMO systems. …

[HTML][HTML] On the effect of shadowing correlation and pilot assignment on hybrid precoding performance for cell-free mmWave massive MIMO UDN system

SE Hong - ICT Express, 2021 - Elsevier
… efficiency and network densification. For this goal, we study the impacts of … precoding
schemes to be combined with zero-forcing digital precoding on cell-free mmWave massive MIMO