A novel real-time channel prediction algorithm in high-speed scenario using convolutional neural network

L Xiong, Z Zhang, D Yao - Wireless Networks, 2022 - Springer
The accurate channel state information (CSI) is important to realize the high-reliability and
high-efficiency transmission. So far, most of the conventional methods reconstruct CSI on …

[PDF][PDF] Machine learning algorithms for 5G PUCCH Channel estimation

Y Wu - 2023 - aaltodoc.aalto.fi
The arrival of 5G technology marks a new era in the field of mobile communications, which
not only greatly improves data transmission speeds and network responsiveness, but also …

Deep learning based channel estimation with flexible delay and doppler networks for 5G NR

P Saikrishna, AKR Chavva, M Beniwal… - 2021 IEEE Wireless …, 2021 - ieeexplore.ieee.org
In this paper, we propose a deep learning based algorithm for downlink channel estimation
for 5G new radio. The channel estimation block in the downlink plays an important role in …

Cascaded and Separate Channel Estimation based on CNN for RIS-MIMO Systems

NK Noordin, K Audah, MFBA Rasid, AB Ismail… - … , Technology & Applied …, 2024 - etasr.com
With the dramatic increase in mobile users and wireless devices accessing the network, the
performance of 5G wireless communication systems is severely challenged. Reconfigurable …

Deep learning based channel estimation for 5G and beyond

ZSH HAMMED, SY AMEEN - Journal of Duhok University, 2023 - journal.uod.ac
As the demand for high-speed and reliable wireless communication continues to grow, 5G
technology has emerged as a promising solution to meet these requirements. However …

Iterative channel estimation in LTE systems

F Kadrija, M Simko, M Rupp - WSA 2013; 17th International ITG …, 2013 - ieeexplore.ieee.org
In this paper, we discuss iterative channel estimation for the Long Term Evolution (LTE)
downlink. The LTE standard utilizes coherent detection and therefore to achieve a high data …

5G and Beyond: On the Significance of Wireless Channel Estimation

J Kaur, MA Khan - SoutheastCon 2024, 2024 - ieeexplore.ieee.org
Wireless channel is one of the most important components of any wireless communication
system. Accurate wireless channel knowledge at the transmitter ensures that correct amount …

Physical-layer analysis of IEEE 802.11 ay based on a fading channel model from mobile measurements

A Bodi, J Zhang, J Wang… - ICC 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
In this paper, we analyze the physical layer of IEEE 802.11 ay, the new standard for next-
generation Wi-Fi operating in the unlicensed 60-GHz band, expected for release in 2019 …

Optimization of Adaptive Channel Estimation in Over-the-Air Computing Systems

N Evgenidis, V Papanikolaou, PD Diamantoulakis… - Authorea …, 2023 - techrxiv.org
Over-the-air computing (AirComp) has recently attracted considerable attention as an
efficient method of data fusion by integrating uncoded communication transmissions with …

USRP-Based Multi-Frequency Multi-Scenario Channel Measurements and Modeling for 5G Campus Internet of Things

Y Wang, W Wang, Y Wu, J Liu, Q Zhang… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Fifth-generation (5G) wireless communication technologies play a crucial role in supporting
the pervasive implementation of the Campus Internet of Things (IoT). The application of 5G …