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 …

Doubly selective channel estimation and equalization based on ICI/ISI mitigation for OQAM-FBMC systems

Y Wang, Q Guo, J Xiang, Y Liu - Physical Communication, 2023 - Elsevier
Over a doubly selective channel, broadband transmission systems face challenges in
channel estimation and equalization. High mobility causes inter-carrier interference (ICI) …

Wireless Channel Prediction of GRU Based on Experience Replay and Snake Optimizer

Q Liu, P Wang, J Sun, R Li, Y Li - Sensors, 2023 - mdpi.com
Aiming at the problem of poor prediction accuracy of Channel State Information (CSI)
caused by fast time-varying channels in wireless communication systems, this paper …

Soft-Output Deep LAS Detection for Coded MIMO Systems: A Learning-Aided LLR Approximation

A Ullah, W Choi, TM Berhane… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The multiple-input-multiple-output-orthogonal frequency division multiplexing (MIMO-OFDM)
receiver aims to softly decode the transmitted information from the observed received signal …

Overview of the orthogonal time-frequency space for high mobility communication systems

A Eldemiry, AA Abdelsalam… - … Processing, and their …, 2022 - ieeexplore.ieee.org
Known as a new promising waveform modulation technique, the orthogonal time-frequency
space (OTFS) technique is considered a very important waveform modulation technique that …

Assessing the Efficiency of Multi-Carrier Waveforms in Next-Generation 6G Wireless Communication Systems

W Raslan, HM Abdel-Atty… - … Conference (ITC-Egypt), 2023 - ieeexplore.ieee.org
Envisaged as the future of wireless communication systems, the next generation of
technology beyond 5G/6G will be required to handle high-mobility scenarios. However …

Optimized deep learning based hypernet convolution neural network and long short term memory for joint pilot design and channel estimation in MIMO‐OFDM model

C Silpa, A Vani, KR Naidu - Transactions on Emerging …, 2024 - Wiley Online Library
In multiple input multiple output‐orthogonal frequency division multiplexing (MIMO‐OFDM)
systems, efficient pilot design (PD) and channel estimation (CE) greatly influences the …

Robust X-haul Failure Mitigation for 6G Networks: Adding More Self-Healing Antennas to Small Cells

MY Selim, AE Kamal - 2023 International Telecommunications …, 2023 - ieeexplore.ieee.org
6G networks aim to achieve terabits per second throughput per square kilometer by 2030,
leveraging technologies such as massive MIMO, distributed radio access networks, AI …

Channel estimation in MIMO TFT-OFDM using hybrid BESOA-CSOA algorithms

M Venkatramanan, M Chinnadurai - Tehnički vjesnik, 2024 - hrcak.srce.hr
Sažetak In wireless communication systems, maximizing spectral efficiency and enhancing
link reliability are key objectives. One effective solution is the combination of Orthogonal …

Novel Orthogonal Time Frequency Space Based on Universal Filter Multi Carrier for 6G Wireless Networks

A Eldemiry, AA Abdelsalam… - … in Applied Sciences …, 2025 - semarakilmu.com.my
Obtaining an efficient multicarrier signalling technique is an essential part in signal
processing of the (6G) wireless networks. In order to achieve their intended objectives, the …