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Shams Esfand Abadi M, Mesgarani H, Khademiyan S M. The Wavelet Transform-Domain LMS Adaptive Filter Algorithm with Variable Step-Size. IJEEE. 2017; 13 (3)
URL: http://ijeee.iust.ac.ir/article-1-1035-fa.html
The Wavelet Transform-Domain LMS Adaptive Filter Algorithm with Variable Step-Size. . 1396; 13 (3)

URL: http://ijeee.iust.ac.ir/article-1-1035-fa.html


چکیده:   (52 مشاهده)

The wavelet transform-domain least-mean square (WTDLMS) algorithm uses the self-orthogonalizing technique to improve the convergence performance of LMS. In WTDLMS algorithm, the trade-off between the steady-state error and the convergence rate is obtained by the fixed step-size. In this paper, the WTDLMS adaptive algorithm with variable step-size (VSS) is established. The step-size in each subfilter changes according to the largest decrease in mean square deviation. The simulation results show that the proposed VSS-WTDLMS has faster convergence rate and lower misadjustment than ordinary WTDLMS.

     
نوع مطالعه: Research Paper | موضوع مقاله: 5-Signal Processing
دریافت: ۱۳۹۵/۱۰/۵ | پذیرش: ۱۳۹۶/۴/۲۰ | انتشار: ۱۳۹۶/۶/۱۵

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