A Novel Structure and Algorithm of an Orthogonal Wavelet Equalizer using Error Feedback

Author

Feng, Wenjiang ; Fu, Xiaolei ; Ren, Zhiyong

Author_Institution

Chongqing Univ.

fYear

2007

fDate

23-25 May 2007

Firstpage

1493

Lastpage

1496

Abstract

The structure and algorithm of a discrete orthogonal wavelet decision feedback equalizer using error feedback was proposed. The feedforward filter was represented by a set of orthogonal wavelets and the corresponding coefficients. The feedback filter includes error feedback and decision feedback. The adaptation algorithm was also given. Discrete orthogonal wavelet transform has a better decorrelation performance and is easily combined with error feedback. The convergence speed of the adaptation algorithm is improved by normalized least mean square algorithm in wavelet domain. Error feedback is capable of converging to a lower value of mean square error(MSE) by reducing auto-correlation of error signal.

Keywords

convergence; decision feedback equalisers; decorrelation; discrete wavelet transforms; least mean squares methods; convergence speed; decision feedback equalizer; decorrelation performance; discrete orthogonal wavelet equalizer; error feedback; feedforward filter; least mean square algorithm; mean square error; Equalizers; Feedback;

fLanguage

English

Publisher

ieee

Conference_Titel

Industrial Electronics and Applications, 2007. ICIEA 2007. 2nd IEEE Conference on

Conference_Location

Harbin

Print_ISBN

978-1-4244-0737-8

Electronic_ISBN

978-1-4244-0737-8

Type

conf

DOI

10.1109/ICIEA.2007.4318655

Filename

4318655