Sensor-assisted rate adaptation for UAV MU-MIMO networks

X Xiao, W Wang, T Jiang - IEEE/ACM Transactions on …, 2021 - ieeexplore.ieee.org
… • We propose a new uplink MU-MIMO RA algorithm dedicated for UAVs to maximize the … .,
BeamRaster: A practical fast massive MU-MIMO system with pre-computed precoders,” IEEE …

Cost-Efficient GPIP Processing for Large-Scale Multi-User MIMO Systems

S Moon, N Lee, Y Lee - IEEE Access, 2023 - ieeexplore.ieee.org
… numbers of the pre-computed ones, reducing the … realistic hardware-level comparisons,
we designed and synthesized different precoding modules for the 64 × 64 MU-MIMO system

[PDF][PDF] Unmanned aerial vehicles analysis to social networks performance

SM Matinkhah, W Shafik - The CSI Journal on Computer Science …, 2023 - researchgate.net
… proposed for the beam space MU-MIMO. The authors compared their … ] proposed Beam
Raster, a precoding scheme, for massive … with large-scale antennas show that Beam Raster can …

3GPP New Radio Precoding in NGSO Satellites: Channel Prediction and Dynamic Resource Allocation

TX Vu, S Bhandari, M Minardi… - 2023 IEEE Statistical …, 2023 - ieeexplore.ieee.org
… A practical precomputed precoders for massive multiuser MIMO systems was proposed in
[11] called BeamRaster, which offers a fast and computation efficient solution. The authors of […

[PDF][PDF] A 3-dimensional fast machine learning algorithm for mobile unmanned aerial vehicle base stations

W Shafik, SM Matinkhah, SS Afolabi… - International Journal of …, 2020 - academia.edu
… [23] proposed BeamRaster, a precoding scheme, for massive … to the side-lobes, BeamRaster
manages the cross-interference. … Chen, “Practical application of machine learning on fast

Evaluation of development level and technical contribution of recent technologies adopted to meet the challenges of 5G wireless cellular networks

S Albadran - Symmetry, 2021 - mdpi.com
… that can impact the practical execution and the accuracy of … (BS) using linear precoding for
data transmission in the case … Consequently, a new technique called Massive MU-MIMO is …

[PDF][PDF] Research Article A 5G Beam Selection Machine Learning Algorithm for Unmanned Aerial Vehicle Applications

H Meng, W Shafik, SM Matinkhah, Z Ahmad - 2020 - academia.edu
technology systems achieving thus close optimal performance on the average period through
deep learning of realistic medical … This paper provided mainly a new fast machine learning …

[HTML][HTML] Theoretical understanding of deep learning in uav biomedical engineering technologies analysis

W Shafik, SM Matinkhah, M Ghasemzadeh - SN Computer Science, 2020 - Springer
… In current years, both theory development and practical … of the availability of large-scale
medical data and the huge potential, … In the context of big data, vital signs data are fast becoming …

2019 Index IEEE Transactions on Mobile Computing Vol. 18

H Aantjes, H Abdelnasser, J Abouei… - IEEE Transactions on …, 2020 - computer.org
BeamRaster: A Practical Fast Massive MU-MIMO System With Pre-Com- puted Precoders.
Meng, M., +, TMC … BeamRaster: A Practical Fast Massive MU-MIMO System With Pre-Com- …

A fast machine learning for 5G beam selection for unmanned aerial vehicle applications

W Shafik, M Ghasemzadeh, SM Matinkhah - Journal of Information Systems …, 2020 - jist.ir
… This paper presents a first fast semi-online 3-Dimensional machine learning algorithm …
on the average period through machine learning of realistic UAV communication situations. …