Variable forgetting factor RLS algorithm based on dynamic equation of gradient of mean square error
A new variable forgetting factor RLS adaptive algorithm, is introduced. The control of the forgetting factor is based on the dynamic equation of the gradient of the mean square error. Compared with other algorithms, the new algorithm gives fast tracking, has a small mean square model error, and is i...
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| Vydáno v: | Electronics letters Ročník 37; číslo 3; s. 1 |
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| Hlavní autoři: | , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
Stevenage
John Wiley & Sons, Inc
01.02.2001
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| Témata: | |
| ISSN: | 0013-5194, 1350-911X |
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| Abstract | A new variable forgetting factor RLS adaptive algorithm, is introduced. The control of the forgetting factor is based on the dynamic equation of the gradient of the mean square error. Compared with other algorithms, the new algorithm gives fast tracking, has a small mean square model error, and is insensitive to SNR. |
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| AbstractList | A new variable forgetting factor RLS adaptive algorithm, is introduced. The control of the forgetting factor is based on the dynamic equation of the gradient of the mean square error. Compared with other algorithms, the new algorithm gives fast tracking, has a small mean square model error, and is insensitive to SNR. |
| Author | Leung, S H So, C F |
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| Copyright | Copyright The Institution of Engineering & Technology Feb 1, 2001 |
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| Snippet | A new variable forgetting factor RLS adaptive algorithm, is introduced. The control of the forgetting factor is based on the dynamic equation of the gradient... |
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| SubjectTerms | Adaptive algorithms Algorithms Dynamics Errors Mathematical analysis Mathematical models Mean square values Tracking |
| Title | Variable forgetting factor RLS algorithm based on dynamic equation of gradient of mean square error |
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