Deep learning for massive MIMO uplink detectors
MA Albreem, AH Alhabbash… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Detection techniques for massive multiple-input multiple-output (MIMO) have gained a lot of
attention in both academia and industry. Detection techniques have a significant impact on …
attention in both academia and industry. Detection techniques have a significant impact on …
Intelligent massive MIMO systems for beyond 5G networks: An overview and future trends
Machine learning (ML) which is a subset of artificial intelligence is expected to unlock the
potential of challenging large-scale problems in conventional massive multiple-input …
potential of challenging large-scale problems in conventional massive multiple-input …
Massive mimo detectors based on deep learning, stair matrix, and approximate matrix inversion methods
MA Albreem, KA Alnajjar, AJ Almasadeh - IEEE Access, 2023 - ieeexplore.ieee.org
Massive multiple-input multiple-output (MIMO) is an essential technology in fifth-generation
(5G) and beyond 5G (B5G) communication systems. Massive MIMO is employed to meet the …
(5G) and beyond 5G (B5G) communication systems. Massive MIMO is employed to meet the …
An Investigation of Spectral Efficiency in Linear MRC and MMSE Detectors with Perfect and Imperfect CSI for Massive MIMO Systems.
In this paper, the performance of two linear detectors in multi-user (MU) multiple-input
multiple-output (MIMO) systems is investigated. The uplink sum rate and lower bound of …
multiple-output (MIMO) systems is investigated. The uplink sum rate and lower bound of …
Advanced Decoding Methods for Massive-MIMO Systems Employing Deep Learning
S Kumar, M Singh - 2024 Fourth International Conference on …, 2024 - ieeexplore.ieee.org
Massive Multiple Input Multiple Output (MIMO) technology has a lot of potential for meeting
wireless communication systems' growing need for large data rates. This work presents a …
wireless communication systems' growing need for large data rates. This work presents a …
Towards real-time, machine learning enhanced signal detection in 5G-NR
S Brennsteiner - 2023 - era.ed.ac.uk
Mobile communication technology is essential in our connected society. In 2022, the
deployment of the 5th Generation New Radio (5G-NR) standard is well on its way in many …
deployment of the 5th Generation New Radio (5G-NR) standard is well on its way in many …
[PDF][PDF] Intelligent Massive MIMO Systems for Beyond 5G Networks: An Overview and Future Trends
Machine learning (ML) which is a subset of artificial intelligence is expected to unlock the
potential of challenging large-scale problems in conventional massive multiple-input …
potential of challenging large-scale problems in conventional massive multiple-input …
[PDF][PDF] Massive MIMO Detectors Based on Deep Learning, Stair Matrix, and Approximate Matrix Inversion Methods
A ALMASADEH - academia.edu
Massive multiple-input multiple-output (MIMO) is an essential technology in fifth-generation
(5G) and beyond 5G (B5G) communication systems. Massive MIMO is employed to meet the …
(5G) and beyond 5G (B5G) communication systems. Massive MIMO is employed to meet the …