Hybrid Receiver Design for Massive MIMO-OFDM with Low-Resolution ADCs and Oversampling

M Ma, NT Nguyen, I Atzeni, M Juntti - arXiv preprint arXiv:2407.04408, 2024 - arxiv.org
… and spatial correlation of the quantization distortion (QD), we … few-bit quantization in
MIMO-OFDM systems can approach … Max algorithm [19] can find optimal sets C and T that achieve …

Data Detection in 1-Bit Quantized MIMO Systems

K Safa, R Combes, R De Lacerda… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
data detection methods, Wen et al. [29] present a joint channel and data detection algorithm
for low-resolution … approximate message passing which yields best estimation results in the …

ANN-Based Detection in MIMO-OFDM Systems with Low-Resolution ADCs

S Rezaei, S Affes - arXiv preprint arXiv:2001.11643, 2020 - arxiv.org
… from pilot signals because of the excess error in quantization. To solve this problem, several
… blind signal detection approach based on ANN for MIMO-OFDM systems with perfect ADCs …

Machine learning for channel coding in low-resolution OFDM systems

JM Winick - 2020 - repositories.lib.utexas.edu
… the quantization effects of low-resolution analogto-digital converters in OFDM systems for …
effectively, but quantization inhibits the ability to derive optimal closed form expressions for …

Channel estimation and data detection analysis of massive MIMO with 1-bit ADCs

I Atzeni, A Tölli - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
quantization bits [10]– [12]. For these reasons, adopting low-resolution ADCs/DACs with 1 to
4 quantization … -UE case (for the data detection), as well as a SER optimal design of the set …

SQNR improvement enabled by nonuniform DAC output levels for IM-DD OFDM systems

J Peng, L Han, Q Zhu, C Qiu, Y Zhang… - IEEE Photonics …, 2017 - ieeexplore.ieee.org
quantization noise. To calculate these optimized output levels with the distribution of an OFDM
signal, … For a DAC with a low resolution (3~4 bits), quantification noise can be strong and …

Deep unfolding-based detection for quantized massive MU-MIMO-OFDM systems

C Liu, J Thompson, T Arslan - 2022 IEEE 95th Vehicular …, 2022 - ieeexplore.ieee.org
… structured optimization problems. First, for the special case of a single-subcarrier MIMO … of
data detection with lowresolution ADCs are discussed in the massive MU-MIMOOFDM system

SVM-based channel estimation and data detection for one-bit massive MIMO systems

LV Nguyen, AL Swindlehurst… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… However, the severe nonlinearity of lowresolution ADCs causes … for data detection in
OFDM systems with frequency-selective fading channels. We can rewrite the received quantized

Reduced-complexity quasi-optimum detection for MIMO-OFDM signals with strong nonlinear distortion

J Felix, J Guerreiro, R Dinis… - 2019 IEEE Globecom …, 2019 - ieeexplore.ieee.org
… MIMO-OFDM schemes where we have low resolution quantizers at the … From the equivalent
nonlinearity for a given quantization … power ratio reduction in OFDM systems: A survey and …

Quantized variational Bayesian joint channel estimation and data detection for uplink massive MIMO systems with low resolution ADCs

SS Thoota, CR Murthy… - 2019 IEEE 29th …, 2019 - ieeexplore.ieee.org
… assume perfect CSIR and propose data detection algorithms. … are also observed through
low resolution ADCs, which … uniform quantizer in this paper, where the signal is quantized