Design of a nonlinear adaptive infinite impulse response filter

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Tarih

2007

Dergi Başlığı

Dergi ISSN

Cilt Başlığı

Yayıncı

IEEE

Erişim Hakkı

info:eu-repo/semantics/closedAccess

Özet

This study introduces a wavelet network based adaptive BR filtering system satisfying asymptotic stability in the sense of Lyapunov. The proposed system is also integrated with the advantages of the time-frequency specific properties of wavelet networks in its dynamics. Two well known experiments are proposed. The results are verified that the proposed filtering system not only performs better than conventional gradient descent based algorithms but also performs as good as other stability theory based optimization algorithms.

Açıklama

IEEE 15th Signal Processing and Communications Applications Conference -- JUN 11-13, 2007 -- Eskisehir, TURKEY

Anahtar Kelimeler

Kaynak

2007 IEEE 15TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS, VOLS 1-3

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N/A

Scopus Q Değeri

N/A

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