EXTENDED KERNEL RECURSIVE LEAST-SQUARES ALGORITHM
This chapter contains sections titled: Extended Recursive Least Squares Algorithm Exponentially Weighted Extended Recursive Least Squares Algorithm Extended Kernel Recursive Least Squares Algorithm EX‐KRLS for Tracking Models EX‐KRLS with Finite Rank Assumption Computer Experiments Conclusion Endnot...
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| Published in: | Kernel Adaptive Filtering Vol. 57; pp. 124 - 151 |
|---|---|
| Main Authors: | , , , |
| Format: | Book Chapter |
| Language: | English |
| Published: |
United States
Wiley
2011
John Wiley & Sons, Inc |
| Series: | Adaptive and Learning Systems for Signal Processing, Communication, and Control |
| Subjects: | |
| ISBN: | 9780470447536, 0470447532 |
| Online Access: | Get full text |
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| Abstract | This chapter contains sections titled:
Extended Recursive Least Squares Algorithm
Exponentially Weighted Extended Recursive Least Squares Algorithm
Extended Kernel Recursive Least Squares Algorithm
EX‐KRLS for Tracking Models
EX‐KRLS with Finite Rank Assumption
Computer Experiments
Conclusion
Endnotes |
|---|---|
| AbstractList | This chapter contains sections titled:
Extended Recursive Least Squares Algorithm
Exponentially Weighted Extended Recursive Least Squares Algorithm
Extended Kernel Recursive Least Squares Algorithm
EX‐KRLS for Tracking Models
EX‐KRLS with Finite Rank Assumption
Computer Experiments
Conclusion
Endnotes |
| Author | Principe, Jos? C Principe, José C Liu, Weifeng Haykin, Simon |
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| Copyright | Copyright © 2010 John Wiley & Sons, Inc. |
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| PublicationSeriesTitle | Adaptive and Learning Systems for Signal Processing, Communication, and Control |
| PublicationSubtitle | A Comprehensive Introduction |
| PublicationTitle | Kernel Adaptive Filtering |
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Extended Recursive Least Squares Algorithm
Exponentially Weighted Extended Recursive Least Squares Algorithm
Extended... |
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| SubjectTerms | ELECTRONICS & COMMUNICATIONS ENGINEERING extended kernel recursive least‐squares algorithm kernel recursive least‐squares algorithm (KRLS) ‐ implementing state space models state noise, framework to study random walk state‐space model in RKHS |
| Title | EXTENDED KERNEL RECURSIVE LEAST-SQUARES ALGORITHM |
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