Fifty years of MIMO detection: The road to large-scale MIMOs

S Yang, L Hanzo - IEEE communications surveys & tutorials, 2015 - ieeexplore.ieee.org
The emerging massive/large-scale multiple-input multiple-output (LS-MIMO) systems that
rely on very large antenna arrays have become a hot topic of wireless communications …

[图书][B] Low complexity MIMO detection

L Bai, J Choi - 2012 - books.google.com
Low Complexity MIMO Detection introduces the principle of MIMO systems and signal
detection via MIMO channels. This book systematically introduces the symbol detection in …

MIMO detection methods: How they work [lecture notes]

EG Larsson - IEEE signal processing magazine, 2009 - ieeexplore.ieee.org
The goal of this lecture has been to provide an overview of approaches, in the
communications receiver context. Which method is the best in practice? This depends much …

Two decades of MIMO design tradeoffs and reduced-complexity MIMO detection in near-capacity systems

C Xu, S Sugiura, SX Ng, P Zhang, L Wang… - IEEE Access, 2017 - ieeexplore.ieee.org
A pair of salient tradeoffs have driven the multiple-input multiple-output (MIMO) systems
developments. More explicitly, the early era of MIMO developments was predominantly …

Massive MIMO is a reality—What is next?: Five promising research directions for antenna arrays

E Björnson, L Sanguinetti, H Wymeersch… - Digital Signal …, 2019 - Elsevier
Massive MIMO (multiple-input multiple-output) is no longer a “wild” or “promising” concept
for future cellular networks—in 2018 it became a reality. Base stations (BSs) with 64 fully …

Massive MIMO detection techniques: A survey

MA Albreem, M Juntti… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
Massive multiple-input multiple-output (MIMO) is a key technology to meet the user demands
in performance and quality of services (QoS) for next generation communication systems …

Towards 6G MIMO: Massive spatial multiplexing, dense arrays, and interplay between electromagnetics and processing

E Björnson, CB Chae, RW Heath Jr, TL Marzetta… - arXiv preprint arXiv …, 2024 - arxiv.org
The increasing demand for wireless data transfer has been the driving force behind the
widespread adoption of Massive MIMO (multiple-input multiple-output) technology in 5G …

Learning to search for MIMO detection

J Sun, Y Zhang, J Xue, Z Xu - IEEE Transactions on Wireless …, 2020 - ieeexplore.ieee.org
This paper proposes a novel learning to learn method, called learning to learn iterative
search algorithm (LISA), for signal detection in a multi-input multi-output (MIMO) system. The …

Learning-based MIMO detection with dynamic spatial modulation

L He, L Fan, X Lei, X Tang, P Fan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this paper, we investigate signal detection in emerging dynamic spatial modulation (DSM)
based MIMO systems, where the existing mapping and detection methods do not work …

A MIMO detector with deep learning in the presence of correlated interference

J Xia, K He, W Xu, S Zhang, L Fan… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
In this paper, we investigate the classical detection problem for vehicle networks with
multiple antennas, by considering practical communication scenarios, where the interfering …