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 …

Security for 5G and beyond

I Ahmad, S Shahabuddin, T Kumar… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
The development of the fifth generation (5G) wireless networks is gaining momentum to
connect almost all aspects of life through the network with much higher speed, very low …

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 …

The challenges of artificial intelligence in wireless networks for the Internet of Things: Exploring opportunities for growth

I Ahmad, S Shahabuddin, T Sauter… - IEEE Industrial …, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT), a term first coined by Ashton in [1], is an extension of network
connectivity to physical devices, such as actuators, sensors, and mobile devices, that are …

Joint channel estimation and data detection in cell-free massive MU-MIMO systems

H Song, T Goldstein, X You, C Zhang… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
We propose a joint channel estimation and data detection (JED) algorithm for densely-
populated cell-free massive multiuser (MU) multiple-input multiple-output (MIMO) systems …

Finite-alphabet precoding for massive MU-MIMO with low-resolution DACs

CJ Wang, CK Wen, S **… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Massive multiuser multiple-input multiple-output (MU-MIMO) systems are expected to be the
core technology in fifth-generation wireless systems because they significantly improve …

ADMM-based infinity-norm detection for massive MIMO: Algorithm and VLSI architecture

S Shahabuddin, I Hautala, M Juntti… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this article, we propose a novel data detection algorithm and a corresponding VLSI design
for massive multiuser (MU) multiple-input-multiple-output (MIMO) wireless systems. Our …

Design of adaptively scaled belief in multi-dimensional signal detection for higher-order modulation

T Takahashi, S Ibi, S Sampei - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper proposes an adaptively scaled belief (ASB) in Gaussian belief propagation
(GaBP) designed for use in large multi-user multi-input multi-output (MU-MIMO) detection …

Matrix decomposition for massive MIMO detection

S Shahabuddin, MH Islam… - 2020 IEEE Nordic …, 2020 - ieeexplore.ieee.org
Massive multiple-input multiple-output (MIMO) is a key technology for fifth generation (5G)
communication system. MIMO symbol detection is one of the most computationally intensive …

ASIP for 5G and Beyond: Opportunities and Vision

S Shahabuddin, A Mämmelä, M Juntti… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The tutorial discusses application-specific instruction-set processors (ASIP) and their
potential for the fifth generation (5G) and beyond 5G networks. ASIP is a class of customized …