[HTML][HTML] Deep-Unfolded Tikhonov-Regularized Conjugate Gradient Algorithm for MIMO Detection

SN Karahan, A Kalaycıoğlu - Electronics, 2024 - mdpi.com
In addressing the multifaceted problem of multiple-input multiple-output (MIMO) detection in
wireless communication systems, this work highlights the pressing need for enhanced …

Model-aided distributed shallow learning for OFDM receiver in IEEE 802.11 channel model

M Ahmed Ouameur, ADT Lê, D Massicotte - Wireless Networks, 2020 - Springer
Deep learning (DL) has been recognized as an instrumental tool for the design of future
communication systems. Since it is still not clear whether a fully data-driven end-to-end …

Symbol detection using extreme learning machine network for MU‐SIMO systems

P Biswas, RK Mallik - IET Communications, 2023 - Wiley Online Library
This paper focuses on symbol detection for a multi‐user single‐input multiple‐output (MU‐
SIMO) uplink using supervised machine learning techniques. An extreme learning machine …

Channel State Feedback in Near Field Ultra Large-scale MIMO Systems Based on Compressed Sensing

G Rong, R Yao, Y He - 2024 - researchsquare.com
The rapid development of ultra large-scale MIMO (Multiple Input Multiple Output) systems
has posed challenges to traditional channel state information (CSI) feedback methods. The …

MIMO Detection Algorithms–Deep Learning Based and Traditional Methods

SN Karahan, A Kalaycıoğlu… - … Conference on Electrical …, 2022 - ieeexplore.ieee.org
Applications of deep learning have not been adequately studied in communication systems,
though it is a tremendously popular approach in many other fields. This study focuses on the …

Design and Implementation of Software for Monitoring and Measuring Liquid Sodium Level in Metal

Y Liu, L Du, X Wang - Proceedings of the 2023 4th International …, 2023 - dl.acm.org
To accurately measure the liquid level of highly reactive liquid metal sodium with large
temperature differences and high temperatures in nuclear reactors, a non-contact ultrasonic …

[CYTOWANIE][C] Wireless Ad Hoc Network Emergency Communication Base Station Backhaul Technology for Ultra Large Scale MIMO

M **e, J Hou, D Li, T Wang, W Dai… - Journal of Circuits …, 2024 - World Scientific
With the rapid progress of wireless communication technology, Ultra-large-scale MIMO and
wireless self-organizing networks are prominent areas of current research. Ultra-large-scale …