JOURNAL ARTICLE

Mean square convergence analysis for kernel least mean square algorithm

Badong ChenSonglin ZhaoPingping ZhuJosé C. Prı́ncipe

Year: 2012 Journal:   Signal Processing Vol: 92 (11)Pages: 2624-2632   Publisher: Elsevier BV
Keywords:
Convergence (economics) Mathematics Mean squared error Square (algebra) Kernel (algebra) Applied mathematics Monte Carlo method Minimum mean square error Rate of convergence Mathematical optimization Statistics Computer science Combinatorics Geometry

Metrics

49
Cited By
4.90
FWCI (Field Weighted Citation Impact)
26
Refs
0.95
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Adaptive Filtering Techniques
Physical Sciences →  Engineering →  Computational Mechanics
Sparse and Compressive Sensing Techniques
Physical Sciences →  Engineering →  Computational Mechanics
Speech and Audio Processing
Physical Sciences →  Computer Science →  Signal Processing

Related Documents

JOURNAL ARTICLE

Quantized Kernel Least Mean Square Algorithm

Badong ChenSonglin ZhaoPingping ZhuJosé C. Prı́ncipe

Journal:   IEEE Transactions on Neural Networks and Learning Systems Year: 2011 Vol: 23 (1)Pages: 22-32
JOURNAL ARTICLE

The Kernel Least-Mean-Square Algorithm

Weifeng LiuPuskal P. PokharelJosé C. Prı́ncipe

Journal:   IEEE Transactions on Signal Processing Year: 2008 Vol: 56 (2)Pages: 543-554
JOURNAL ARTICLE

A Fast Kernel Least Mean Square Algorithm

Yijie TangHailong YanJialong TangYing‐Ren Chien

Journal:   2022 IET International Conference on Engineering Technologies and Applications (IET-ICETA) Year: 2022 Pages: 1-2
© 2026 ScienceGate Book Chapters — All rights reserved.