A comprehensive survey 5G wireless communication systems: open issues, research challenges, channel estimation, multi carrier modulation and 5G applications

N Shaik, PK Malik - Multimedia Tools and Applications, 2021 - Springer
The fifth generation (5G) organize is required to help essentially enormous measure of
versatile information traffic and immense number of remote associations. To accomplish …

A survey of 5G channel measurements and models

CX Wang, J Bian, J Sun, W Zhang… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
The fifth generation (5G) mobile communication systems will be in use around 2020. The
aim of 5G systems to provide anywhere and anytime connectivity for anyone and anything …

[图书][B] Signal processing for 5G: algorithms and implementations

FL Luo, CJ Zhang - 2016 - books.google.com
A comprehensive and invaluable guide to 5G technology, implementation and practice in
one single volume. For all things 5G, this book is a must-read. Signal processing techniques …

Machine learning-based 5G-and-beyond channel estimation for MIMO-OFDM communication systems

HA Le, T Van Chien, TH Nguyen, H Choo, VD Nguyen - Sensors, 2021 - mdpi.com
Channel estimation plays a critical role in the system performance of wireless networks. In
addition, deep learning has demonstrated significant improvements in enhancing the …

From 5G to beyond 5G: A comprehensive survey of Wireless network evolution, challenges, and promising technologies

A Sufyan, KB Khan, OA Khashan, T Mir, U Mir - Electronics, 2023 - mdpi.com
The histrionic growth of mobile subscribers, disruptive ecosystems such as IoT-based
applications, and astounding channel capacity requirements to connect trillions of devices …

Artificial intelligence for channel estimation in multicarrier systems for B5G/6G communications: a survey

EC Vilas Boas, JDS e Silva, FAP de Figueiredo… - EURASIP Journal on …, 2022 - Springer
Multicarrier modulation allows for deploying wideband systems resilient to multipath fading
channels, impulsive noise, and intersymbol interference compared to single-carrier systems …

Channel state information estimation for 5G wireless communication systems: recurrent neural networks approach

MHE Ali, IBM Taha - PeerJ Computer Science, 2021 - peerj.com
In this study, a deep learning bidirectional long short-term memory (BiLSTM) recurrent
neural network-based channel state information estimator is proposed for 5G orthogonal …

Review of channel estimation for wireless communication systems

OO Oyerinde, SH Mneney - IETE Technical review, 2012 - Taylor & Francis
Wireless communication systems have evolved over the ages. However, there are some
undesirable effects of a wireless communication channel on the signals transmitted through …

Channel measurements and models for 6G: current status and future outlook

J Zhang, P Tang, L Yu, T Jiang, L Tian - Frontiers of information technology …, 2020 - Springer
With the commercialization of fifth generation networks worldwide, research into sixth
generation (6G) networks has been launched to meet the demands for high data rates and …

Deep learning-aided 5G channel estimation

A Le Ha, T Van Chien, TH Nguyen… - 2021 15th international …, 2021 - ieeexplore.ieee.org
Deep learning has demonstrated the important roles in improving the system performance
and reducing computational complexity for 5G-and-beyond networks. In this paper, we …