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

2015 12th International Bhurban Conference on Applied Sciences and Technology (IBCAST) ◽

Adaptive step size kernel least mean square algorithm for Lorenz time series prediction

10.1109/ibcast.2015.7058507 ◽

2015 ◽

Cited By ~ 2

Author(s):

Bilal Shoaib ◽

Ijaz Mansoor Qureshi ◽

Sharjeel Abid Butt ◽

Shafqat Ullah Khan ◽

Wasim Khan

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Mean Square ◽

Least Mean Square ◽

Step Size ◽

Adaptive Step Size ◽

Kernel Least Mean Square ◽

Adaptive Step

Springer Proceedings in Mathematics & Statistics - Modelling, Simulation and Applications of Complex Systems ◽

Chaotic Time Series Prediction Using Random Fourier Feature Kernel Least Mean Square Algorithm with Adaptive Kernel Size

10.1007/978-981-16-2629-6_17 ◽

2021 ◽

pp. 309-329

Author(s):

Noor A. Ahmad ◽

Shazia Javed

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Mean Square ◽

Least Mean Square ◽

Kernel Size ◽

Adaptive Kernel ◽

Chaotic Time Series Prediction ◽

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

Chinese Physics B ◽

10.1088/1674-1056/23/3/030502 ◽

2014 ◽

Vol 23 (3) ◽

pp. 030502 ◽

Cited By ~ 19

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

Adaptive step-size modified fractional least mean square algorithm for chaotic time series prediction

Chinese Physics B ◽

10.1088/1674-1056/23/5/050503 ◽

2014 ◽

Vol 23 (5) ◽

pp. 050503 ◽

Cited By ~ 17

Author(s):

Bilal Shoaib ◽

Ijaz Mansoor Qureshi ◽

Shafqatullah ◽

Ihsanulhaq

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Mean Square ◽

Least Mean Square ◽

Step Size ◽

Adaptive Step Size ◽

Chaotic Time Series Prediction ◽

Adaptive Step

Adaptive Sparse Quantization Kernel Least Mean Square Algorithm for Online Prediction of Chaotic Time Series

Circuits Systems and Signal Processing ◽

10.1007/s00034-021-01691-z ◽

2021 ◽

Author(s):

Chaochao Zhao ◽

Weijie Ren ◽

Min Han

Keyword(s):

Time Series ◽

Chaotic Time Series ◽

Mean Square ◽

Least Mean Square ◽

Online Prediction ◽

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

Digital Signal Processing ◽

10.1016/j.dsp.2015.09.015 ◽

2016 ◽

Vol 48 ◽

pp. 130-136 ◽

Cited By ~ 21

Author(s):

Yunfei Zheng ◽

Shiyuan Wang ◽

Jiuchao Feng ◽

Chi K. Tse

Keyword(s):

Time Series ◽

Chaotic Time Series ◽

Mean Square ◽

Least Mean Square ◽

Power System Frequency Estimation U Sing the Kernel Least Mean Square Algorithm and the Clarke Transform

2018 New Generation of CAS (NGCAS) ◽

10.1109/ngcas.2018.8572228 ◽

2018 ◽

Cited By ~ 1

Author(s):

Maicon Robe Ferreira ◽

Sergio Jose Melo de Almeida ◽

Eduardo Antonio Cesar da Costa

Keyword(s):

Power System ◽

Frequency Estimation ◽

Mean Square ◽

Least Mean Square ◽

Kernel Least Mean Square ◽

System Frequency

2019 34rd Youth Academic Annual Conference of Chinese Association of Automation (YAC) ◽

Gaussian Kernel Least Mean Square Algorithm With Improved Novelty Criterion

10.1109/yac.2019.8787677 ◽

2019 ◽

Author(s):

Fuping Wang ◽

Yixin Su ◽

Zhiwen Leng ◽

Yue Qi

Keyword(s):

Gaussian Kernel ◽

Mean Square ◽

Least Mean Square ◽

The Generalized Complex Kernel Least-Mean-Square Algorithm

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2019.2937289 ◽

2019 ◽

Vol 67 (20) ◽

pp. 5213-5222 ◽

Cited By ~ 1

Author(s):

Rafael Boloix-Tortosa ◽

Juan Jose Murillo-Fuentes ◽

Sotirios A. Tsaftaris

Keyword(s):

Mean Square ◽

Least Mean Square ◽

Generalized Complex ◽

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

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2012.2186132 ◽

2012 ◽

Vol 60 (5) ◽

pp. 2208-2222 ◽

Cited By ~ 52

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 ◽