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 …

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 …

Model-driven deep learning for MIMO detection

H He, CK Wen, S Jin, GY Li - IEEE Transactions on Signal …, 2020 - ieeexplore.ieee.org
In this paper, we investigate the model-driven deep learning (DL) for MIMO detection. In
particular, the MIMO detector is specially designed by unfolding an iterative algorithm and …

A model-driven deep learning network for MIMO detection

H He, CK Wen, S Jin, GY Li - 2018 IEEE Global Conference on …, 2018 - ieeexplore.ieee.org
In this paper, we propose a model-driven deep learning network for multiple-input multiple-
output (MIMO) detection. The structure of the network is specially designed by unfolding the …

A simple variational Bayes detector for orthogonal time frequency space (OTFS) modulation

W Yuan, Z Wei, J Yuan, DWK Ng - IEEE transactions on …, 2020 - ieeexplore.ieee.org
The emerging orthogonal time frequency space (OTFS) modulation technique has shown its
superiority to the current orthogonal frequency division multiplexing (OFDM) scheme, in …

Orthogonal amp

J Ma, L Ping - IEEE Access, 2017 - ieeexplore.ieee.org
Approximate message passing (AMP) is a low-cost iterative signal recovery algorithm for
linear system models. When the system transform matrix has independent identically …

Bayes-optimal joint channel-and-data estimation for massive MIMO with low-precision ADCs

CK Wen, CJ Wang, S Jin, KK Wong… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
This paper considers a multiple-input multiple-output (MIMO) receiver with very low-
precision analog-to-digital convertors (ADCs) with the goal of developing massive MIMO …

Secure massive MIMO transmission with an active eavesdropper

Y Wu, R Schober, DWK Ng, C Xiao… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
In this paper, we investigate secure and reliable transmission strategies for multi-cell multi-
user massive multiple-input multiple-output systems with a multi-antenna active …

Future 5G network based smart hospitals: Hybrid detection technique for latency improvement

A Kumar, MA Albreem, M Gupta, MH Alsharif… - IEEE Access, 2020 - ieeexplore.ieee.org
With the rapid increase in the development of a cellular communication system, remote
health monitoring and smart health care are improving and getting through a swift …

Optimality of large MIMO detection via approximate message passing

C Jeon, R Ghods, A Maleki… - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
Optimal data detection in multiple-input multiple-output (MIMO) communication systems with
a large number of antennas at both ends of the wireless link entails prohibitive …