Predicting wireless channel features using neural networks

S Navabi, C Wang, OY Bursalioglu… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
We investigate the viability of using machine-learning techniques for estimating user-
channel features at a large-array base station (BS). In the scenario we consider, user-pilot …

Semi-blind Channel Estimation Leveraging Frequency Correlation

Y Yang, Z Zhang, Z Chen, Z Yang - 2024 IEEE Wireless …, 2024 - ieeexplore.ieee.org
In massive Multiple-Input Multiple-Output (MIMO)-Orthogonal Frequency Division
Multiplexing (OFDM) systems, channel estimation incurs high pilot overhead due to the high …

[PDF][PDF] Training Based Channel Estimation in MIMO-OFDM Systems

M Imani, H Bakhshi - Communications and Network, 2012 - research.shahed.ac.ir
Training Based Channel Estimation in MIMO-OFDM Systems Page 1 Communications and
Network, 2012, 4, 54-60 http://dx.doi.org/10.4236/cn.2012.41008 Published Online …

A Markov-based channel model algorithm for wireless networks

A Konrad, BY Zhao, AD Joseph, R Ludwig - Proceedings of the 4th ACM …, 2001 - dl.acm.org
Techniques for modeling and simulating channel conditions play an essential role in
understanding network protocol and application behavior. In [11], we demonstrated that …

Deep Learning Enhanced Channel Estimation for the Internet of Vehicles OFDM Systems

Z Liu, X Pan - 2024 IEEE International Conference on …, 2024 - ieeexplore.ieee.org
The deep learning enhanced channel estimation is presented for the OFDM communication
in the Internet of Vehicles (10V). Using the image enhancement and denoising, the channel …

Adaptive channel estimation for OFDM systems using CIR length estimate

HR Park - IEEE Wireless Communications Letters, 2021 - ieeexplore.ieee.org
This letter addresses adaptive channel estimation for OFDM systems to reduce
computational complexity. There are numerous methods suggested for low-complexity …

Channel Estimation for OFDM In Time-Variant Multi-Path Environment

Z Li, X Lei, W Tang, Y Xiao, S Li - VTC Spring 2008-IEEE …, 2008 - ieeexplore.ieee.org
In this paper, we address the problem of channel estimation in time-variant multi-path
environment in Orthogonal frequency division multiplexing systems (OFDM). Based on the …

Data Aided Iterative Channel Estimation in OFDM Systems Using a Controlled Superimposition of Training Sequences

JP Nair, RV Raja Kumar - Wireless personal communications, 2013 - Springer
This work pertains to the use of superimposed training for channel estimation in orthogonal
frequency division multiplexing (OFDM) based systems. An iterative time domain Least …

Deep OFDM Channel Estimation: Capturing Frequency Recurrence

ASMM Jameel, A Malhotra, A El Gamal… - IEEE …, 2024 - ieeexplore.ieee.org
In this letter, we propose a deep-learning-based channel estimation scheme in an
orthogonal frequency division multiplexing (OFDM) system. Our proposed method, named …

Low-complexity time-domain channel estimators for mobile wireless OFDM systems

S Werner, M Enescu, V Koivunen - IEEE Workshop on Signal …, 2005 - ieeexplore.ieee.org
This paper proposes low-complexity time-domain channel estimators for OFDM systems.
Time-domain channel estimation combined with frequency domain equalization is an …