Channel estimation for OFDM

Y Liu, Z Tan, H Hu, LJ Cimini… - … Communications Surveys & …, 2014 - ieeexplore.ieee.org
… Since the sum-product algorithm works iteratively, channel estimation in factor graph
receivers also works in an iterative manner. It has been proved that using MIMO significantly …

Deep learning-based channel estimation algorithm over time selective fading channels

Q Bai, J Wang, Y Zhang, J Song - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… Rayleigh fading channel. We build up, train and test the channel estimator using Neural
Network (NN). The proposed DL-based estimator can dynamically track the channel status …

Channel estimation for OFDM transmission in multipath fading channels based on parametric channel modeling

B Yang, KB Letaief, RS Cheng… - IEEE transactions on …, 2001 - ieeexplore.ieee.org
… Then, Section III derives the proposed channel estimation algorithm and analyzes its
performance. Next, Section IV gives some simulation results that demonstrate the effectiveness of …

Channel estimation using implicit training

AG Orozco-Lugo, MM Lara… - IEEE Transactions on …, 2004 - ieeexplore.ieee.org
… of implicit training and the development of the channel estimation algorithm. In Section III, a
closed-form solution for the variance of the channel estimate is obtained. Using the results of …

Deep learning-based channel estimation

M Soltani, V Pourahmadi, A Mirzaei… - IEEE …, 2019 - ieeexplore.ieee.org
… , our initial DL-based algorithm for channel estimation in communication systems. In this …
fading channel as a 2D-image and applied SR and IR algorithms to find the whole channel state …

Two EM-type channel estimation algorithms for OFDM with transmitter diversity

Y Xie, CN Georghiades - IEEE Transactions on …, 2003 - ieeexplore.ieee.org
… EM-type algorithms provide flexibility for both estimation and … and used to estimate the current
channel parameters, which … channel estimate as the initial value for the current estimation, …

A comparative investigation on channel estimation algorithms for OFDM in mobile communications

SG Kang, YM Ha, EK Joo - IEEE Transactions on Broadcasting, 2003 - ieeexplore.ieee.org
… Performance of those algorithms for … those algorithms has to be studied for efficient application
of the OFDM system. A comparative investigation on typical channel estimation algorithms

EM-based channel estimation algorithms for OFDM

X Ma, H Kobayashi, SC Schwartz - EURASIP Journal on Advances in …, 2004 - Springer
… to investigate the use of the EM algorithm for channel estimation of an OFDM system that is
algorithms have been developed and compared. In each of the algorithms, the initial channel

[PDF][PDF] MIMO-OFDM channel estimation using pilot carries

KP Bagadi, S Das - International Journal of computer applications, 2010 - academia.edu
… In training based channel estimation algorithms, training symbols or pilot tones that are …
with the data stream for channel estimation [4]. Semi-blind channel technique is hybrid of blind …

A QRD-M/Kalman filter-based detection and channel estimation algorithm for MIMO-OFDM systems

KJ Kim, J Yue, RA Iltis, JD Gibson - IEEE transactions on …, 2005 - ieeexplore.ieee.org
… regions using the Lloyd-Max algorithm, where is the maximum number of paths to search in
channel models are described. The joint data detection and channel estimation algorithms