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 …

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 …

Blind channel estimation and symbol detection for multi-cell massive MIMO systems by expectation propagation

K Ghavami, M Naraghi-Pour - IEEE Transactions on Wireless …, 2017 - ieeexplore.ieee.org
Massive MIMO systems exploit the favorable propagation condition of the radio channel,
whereby the vector-valued channels between the base station (BS) and the terminals …

An improved expectation propagation based detection scheme for MIMO systems

G Yao, H Chen, J Hu - IEEE Transactions on Communications, 2021 - ieeexplore.ieee.org
Multiple-input Multiple-output (MIMO) technologies play an important role in modern and
future wireless communication systems as they can improve the capacity without increasing …

A low-complexity double EP-based detector for iterative detection and decoding in MIMO

JJ Murillo-Fuentes, I Santos… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
We propose a new iterative detection and decoding (IDD) algorithm for multiple-input
multiple-output (MIMO) based on expectation propagation (EP) with application to massive …

Bilinear Expectation Propagation for Distributed Semi-Blind Joint Channel Estimation and Data Detection in Cell-Free Massive MIMO

A Karataev, C Forsch… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
We consider a cell-free massive multiple-input multiple-output (CF-MaMIMO) communication
system in the uplink transmission and propose a novel algorithm for blind or semi-blind joint …

Self and turbo iterations for MIMO receivers and large-scale systems

I Santos, JJ Murillo-Fuentes - IEEE Wireless Communications …, 2019 - ieeexplore.ieee.org
We investigate a turbo soft detector based on the expectation propagation (EP) algorithm for
large-scale multiple-input multiple-output (MIMO) systems. Optimal detection in MIMO …

Channel estimation and robust detection for IQ imbalanced uplink massive MIMO-OFDM with adjustable phase shift pilots

Y Chen, L You, AA Lu, X Gao, XG Xia - IEEE access, 2021 - ieeexplore.ieee.org
In this paper, we investigate channel estimation and robust detection for uplink massive
multi-input multi-output orthogonal frequency division multiplexing (MIMO-OFDM) systems …

A low complexity expectation propagation detection for massive MIMO system

G Yao, G Yang, J Hu, C Fei - 2018 IEEE Global …, 2018 - ieeexplore.ieee.org
This paper proposes a low-complexity expectation propagation (EP) algorithm for massive
multiple-input multiple-output (MIMO) detections. The original EP detection algorithm shows …

Iterative signal detection for large-scale GSM-MIMO systems

H Lopes, N Souto - IEEE Transactions on Vehicular Technology, 2018 - ieeexplore.ieee.org
Generalized spatial modulations (GSM) represent a novel multiple input multiple output
(MIMO) scheme, which can be regarded as a compromise between spatial multiplexing …