Fairness in a class barring power control random access protocol for crowded XL-MIMO systems

OS Nishimura, JC Marinello Filho, T Abrão… - IEEE Systems …, 2022 - ieeexplore.ieee.org
This article focuses on conceiving a random access (RA) protocol able to provide
connections for a vast number of devices subject to intensive collisions in an extralarge …

Correlated Channel-Oriented Expectation Propagation-Based Detector for Massive MIMO Systems

Y Chen, H Feng, S Song, Z Wang - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The expectation propagation (EP) algorithm is near-optimal in massive multiple-input
multiple-output (MIMO) systems but suffers from high computation complexity. Most of the …

A message passing based receiver for extra-large scale MIMO

A Amiri, CN Manchón… - 2019 IEEE 8th …, 2019 - ieeexplore.ieee.org
We consider a massive MIMO system where the array at the access point reaches a
dimension that is much larger than the array in current systems. Transitioning to an …

Fast expectation propagation for heteroscedastic, lasso-penalized, and quantile regression

J Zhou, JT Ormerod, C Grazian - Journal of Machine Learning Research, 2023 - jmlr.org
Expectation propagation (EP) is an approximate Bayesian inference (ABI) method which has
seen widespread use across machine learning and statistics, owing to its accuracy and …

Energy-efficient flexible and fixed antenna selection methods for XL-MIMO systems

GA Ubiali, JC Marinello, T Abrao - AEU-International Journal of Electronics …, 2021 - Elsevier
Massive multiple-input multiple-output (M-MIMO) is a key technology for 5G networks which
consists on equipping the base station (BS) with hundreds or thousands of antennas …

Beam depth analysis for large rectangular arrays

A Kosasih, E Björnson - GLOBECOM 2023-2023 IEEE Global …, 2023 - ieeexplore.ieee.org
Most wireless communication systems operate in the far-field region of antennas and
antenna arrays, where waves are planar and beams have infinite depth. When antenna …

XL-MIMO energy-efficient antenna selection under non-stationary channels

GA Ubiali, T Abrao - Physical Communication, 2020 - Elsevier
Massive multiple-input-multiple-output (M-MIMO) is a key technology for 5G networks. Within
this research area, new types of deployment are arising, such as the extremely-large regime …

Improving spectral efficiency via pilot assignment and subarray selection under realistic XL-MIMO channels

GA Ubiali, T Abrão, JC Marinello - Physical Communication, 2023 - Elsevier
The main requirements for 5G and beyond connectivity include a uniform high quality of
service, which can be attained in crowded scenarios by extra-large MIMO (XL-MIMO) …

Expectation Propagation-Based Parallel Iterative Detection and Decoding for Massive MIMO

X Tan, Q Qian, Y Cai, Z Zhang, Y Huang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Expectation propagation (EP) has recently been considered with iterative detection and
decoding (IDD) to enhance the bit error rate (BER) performance for coded massive Multiple …

Near-Field Channel Estimation For XL-MIMO Systems Using Variational Bayesian Learning

JN Pisharody, A Rajoriya… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
We estimate the uplink channel of an extra large-scale multiple-input-multiple-output (XL-
MIMO) system, with the base station (BS) consisting of multiple antenna sub-arrays. The BS …