Radial Basis Function Neural Networks for Channel Estimation in MIMO-OFDM Systems

2013 ◽  
Vol 38 (8) ◽  
pp. 2173-2178 ◽  
Author(s):  
M. Nuri Seyman ◽  
Necmi Taspinar
Keyword(s):  
Neural Networks ◽  
Channel Estimation ◽  
Radial Basis Function ◽  
Basis Function ◽  
Ofdm Systems ◽  
Radial Basis ◽  
Mimo Ofdm

An OFDM Channel Estimation Method with Radial Basis Function Neural Network

2012 ◽  
Vol 263-266 ◽  
pp. 1142-1149
Author(s):  
Xiao Wei He ◽  
Rui Zhe Yang ◽  
Jie Zhang ◽  
Yan Hua Zhang
Keyword(s):  
Neural Network ◽  
Channel Estimation ◽  
Radial Basis Function ◽  
Basis Function ◽  
Estimation Method ◽  
Multipath Fading ◽  
Ofdm Systems ◽  
Multipath Fading Channel ◽  
Gaussian Basis Function ◽  
Radial Basis

For OFDM system, we proposed a channel estimation method based on radial basis function neural network (RBFNN). The neural network with Gaussian basis function is established according to the pilot pattern, where the network parameters are obtained by training channel response of pilot subcarriers as objective values for input samples. With the established network, channel coefficients of non-pilot subcarriers can be predicted. The simulation results indicate that the proposed algorithm performs well in OFDM systems under Rayleigh multipath fading channel.

Wind turbine power curve modeling using radial basis function neural networks and tabu search

2021 ◽  
Vol 163 ◽  
pp. 2137-2152
Author(s):  
Despina Karamichailidou ◽  
Vasiliki Kaloutsa ◽  
Alex Alexandridis
Keyword(s):  
Neural Networks ◽  
Tabu Search ◽  
Radial Basis Function ◽  
Wind Turbine ◽  
Basis Function ◽  
Power Curve ◽  
Radial Basis ◽  
Curve Modeling

Modeling and prediction of viscosity of water-based nanofluids by radial basis function neural networks

2015 ◽  
Vol 281 ◽  
pp. 173-183 ◽  
Author(s):  
Ningbo Zhao ◽  
Xueyou Wen ◽  
Jialong Yang ◽  
Shuying Li ◽  
Zhitao Wang
Keyword(s):  
Neural Networks ◽  
Radial Basis Function ◽  
Basis Function ◽  
Modeling And Prediction ◽  
Water Based ◽  
Radial Basis
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