A Quantized Kernel Least-mean-square Algorithm Based on Echo State Network for Online Time-series Prediction

2021 ◽  
Author(s):  
Chaochao Zhao ◽  
Min Han ◽  
Jun Wang
Keyword(s):  
Time Series ◽  
Time Series Prediction ◽  
Echo State Network ◽  
Mean Square ◽  
Least Mean Square ◽  
Least Mean Square Algorithm ◽  
Kernel Least Mean Square

A modified fractional least mean square algorithm for chaotic and nonstationary time series prediction

2014 ◽  
Vol 23 (3) ◽  
pp. 030502 ◽  
Author(s):  
Bilal Shoaib ◽  
Ijaz Mansoor Qureshi ◽  
Ihsanulhaq ◽  
Shafqatullah
Keyword(s):  
Time Series ◽  
Time Series Prediction ◽  
Nonstationary Time Series ◽  
Mean Square ◽  
Least Mean Square ◽  
Least Mean Square Algorithm

A modified quantized kernel least mean square algorithm for prediction of chaotic time series

2016 ◽  
Vol 48 ◽  
pp. 130-136 ◽  
Author(s):  
Yunfei Zheng ◽  
Shiyuan Wang ◽  
Jiuchao Feng ◽  
Chi K. Tse
Keyword(s):  
Time Series ◽  
Chaotic Time Series ◽  
Mean Square ◽  
Least Mean Square ◽  
Least Mean Square Algorithm ◽  
Kernel Least Mean Square

scholarly journals The Generalized Complex Kernel Least-Mean-Square Algorithm

2019 ◽  
Vol 67 (20) ◽  
pp. 5213-5222 ◽  
Author(s):  
Rafael Boloix-Tortosa ◽  
Juan Jose Murillo-Fuentes ◽  
Sotirios A. Tsaftaris
Keyword(s):  
Mean Square ◽  
Least Mean Square ◽  
Generalized Complex ◽  
Least Mean Square Algorithm ◽  
Kernel Least Mean Square

scholarly journals Stochastic Behavior Analysis of the Gaussian Kernel Least-Mean-Square Algorithm

2012 ◽  
Vol 60 (5) ◽  
pp. 2208-2222 ◽  
Author(s):  
Wemerson D. Parreira ◽  
José Carlos M. Bermudez ◽  
Cédric Richard ◽  
Jean-Yves Tourneret
Keyword(s):  
Behavior Analysis ◽  
Gaussian Kernel ◽  
Mean Square ◽  
Least Mean Square ◽  
Stochastic Behavior ◽  
Least Mean Square Algorithm ◽  
Kernel Least Mean Square
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