Stochastic behavior analysis of the Gaussian Kernel Least Mean Square algorithm

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 ◽

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 ◽

A Reduced Gaussian Kernel Least-Mean-Square Algorithm for Nonlinear Adaptive Signal Processing

Circuits Systems and Signal Processing ◽

10.1007/s00034-018-0862-0 ◽

2018 ◽

Vol 38 (1) ◽

pp. 371-394 ◽

Cited By ~ 3

Author(s):

Yuqi Liu ◽

Chao Sun ◽

Shouda Jiang

Keyword(s):

Signal Processing ◽

Adaptive Signal Processing ◽

Gaussian Kernel ◽

Mean Square ◽

Least Mean Square ◽

Kernel Least Mean Square ◽

Adaptive Signal

2012 Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR) ◽

Closed-form conditions for convergence of the Gaussian kernel-least-mean-square algorithm

10.1109/acssc.2012.6489344 ◽

2012 ◽

Cited By ~ 8

Author(s):

Cedric Richard ◽

Jose-Carlos M. Bermudez

Keyword(s):

Closed Form ◽

Gaussian Kernel ◽

Mean Square ◽

Least Mean Square ◽

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

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

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 ◽

Decoding hand trajectories from ECoG recordings via kernel least-mean-square algorithm

2009 4th International IEEE/EMBS Conference on Neural Engineering ◽

10.1109/ner.2009.5109284 ◽

2009 ◽

Cited By ~ 5

Author(s):

Aysegul Gunduz ◽

Jung-Phil Kwon ◽

Justin C. Sanchez ◽

Jose C. Principe

Keyword(s):

Mean Square ◽

Least Mean Square ◽

Quantized Kernel Least Mean Square Algorithm

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2011.2178446 ◽

2012 ◽

Vol 23 (1) ◽

pp. 22-32 ◽

Cited By ~ 260

Author(s):

Badong Chen ◽

Songlin Zhao ◽

Pingping Zhu ◽

J. C. Principe

Keyword(s):

Mean Square ◽

Least Mean Square ◽

The decorrelated kernel least-mean-square algorithm

2016 IEEE 13th International Conference on Signal Processing (ICSP) ◽

10.1109/icsp.2016.7877857 ◽

2016 ◽

Author(s):

Zhijin Zhao ◽

Mingming Jin

Keyword(s):

Mean Square ◽

Least Mean Square ◽