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[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 …
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
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 …
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
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 …
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 …
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 …
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 …
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 …
wireless self-organizing networks are prominent areas of current research. Ultra-large-scale …