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

Kernel Least Mean Square ◽

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 ◽

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 ◽

Kernel Least Mean Square

12th IET International Conference on Developments in Power System Protection (DPSP 2014) ◽

An Adaptive Step-Size Least Mean Square Algorithm for Electric Power Systems Frequency Estimation in protective relays

10.1049/cp.2014.0118 ◽

2014 ◽

Cited By ~ 2

Author(s):

G. Marchesan ◽

A.L. Oliveira ◽

G. Cardoso ◽

A.P. Morais ◽

L. Mariotto

Keyword(s):

Power Systems ◽

Frequency Estimation ◽

Electric Power Systems ◽

Mean Square ◽

Least Mean Square ◽

Step Size ◽

Adaptive Step Size ◽

Protective Relays ◽

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

2021 11th International Conference on Information Science and Technology (ICIST) ◽

10.1109/icist52614.2021.9440563 ◽

2021 ◽

Author(s):

Chaochao Zhao ◽

Min Han ◽

Jun Wang

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Echo State Network ◽

Mean Square ◽

Least Mean Square ◽

Kernel Least Mean Square

Performance Analysis and Enhancement of Spline Adaptive Filtering based on Adaptive Step-size Variable Leaky Least Mean Square Algorithm

Advances in Science Technology and Engineering Systems Journal ◽

10.25046/aj050678 ◽

2020 ◽

Vol 5 (6) ◽

pp. 642-651

Author(s):

Sethakarn Prongnuch ◽

Suchada Sitjongsataporn

Keyword(s):

Performance Analysis ◽

Adaptive Filtering ◽

Mean Square ◽

Least Mean Square ◽

Step Size ◽

Adaptive Step Size ◽

Adaptive Step ◽

Size Variable

Learning from data streams using kernel least-mean-square with multiple kernel-sizes and adaptive step-size

Neurocomputing ◽

10.1016/j.neucom.2019.01.055 ◽

2019 ◽

Vol 339 ◽

pp. 105-115 ◽

Cited By ~ 2

Author(s):

Sergio Garcia-Vega ◽

Xiao-Jun Zeng ◽

John Keane

Keyword(s):

Data Streams ◽

Mean Square ◽

Least Mean Square ◽

Step Size ◽

Adaptive Step Size ◽

Learning From Data ◽

Multiple Kernel ◽

Kernel Least Mean Square ◽

2019 34th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC) ◽

Adaptive Step-size Normalised Least Mean Square Algorithm for Spline Adaptive Filtering

10.1109/itc-cscc.2019.8793383 ◽

2019 ◽

Cited By ~ 1

Author(s):

Suchada Sitjongsataporn ◽

Worawut Chimpat

Keyword(s):

Adaptive Filtering ◽

Mean Square ◽

Least Mean Square ◽

Step Size ◽

Adaptive Step Size ◽

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

On multiplicative update with forgetting factor adaptive step size for least mean-square algorithms

2018 25th International Conference on Telecommunications (ICT) ◽

10.1109/ict.2018.8464853 ◽

2018 ◽

Author(s):

Robin Gerzaguet ◽

Laurent Ros ◽

Fabrice Belveze ◽

Jean-Marc Brossier

Keyword(s):

Mean Square ◽

Least Mean Square ◽

Forgetting Factor ◽

Step Size ◽

Adaptive Step Size ◽

Adaptive Step ◽

Multiplicative Update

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 ◽

Kernel Least Mean Square