DocumentCode
830353
Title
Noniterative WLS design of allpass variable fractional-delay digital filters
Author
Deng, Tian-Bo
Author_Institution
Dept. of Inf. Sci., Toho Univ., Chiba, Japan
Volume
53
Issue
2
fYear
2006
Firstpage
358
Lastpage
371
Abstract
This paper presents a noniterative weighted-least-squares (WLS) method for designing allpass variable fractional-delay (VFD) digital filters. After expressing each coefficient of an allpass VFD filter as a polynomial of the VFD parameter p, we develop a noniterative technique for finding the optimal polynomial coefficients, and show that the allpass VFD filter design problem can be efficiently solved without using any iterative procedure while a closed-form solution can be easily obtained through solving a matrix equation. Compared with the existing iterative WLS method that solves a series of approximately linearized WLS minimization problems, the proposed noniterative one can yield much better design results with significantly reduced computational complexity. Moreover, the new WLS method does not involve any convergence issue.
Keywords
all-pass filters; digital filters; iterative methods; least squares approximations; matrix algebra; polynomial approximation; all-pass digital filters; iterative WLS method; linearized WLS minimization problems; matrix equation; noniterative WLS design; noniterative weighted-least-squares method; optimal polynomial coefficients; variable fractional-delay digital filters; Closed-form solution; Computational complexity; Convergence; Design methodology; Digital filters; Equations; Iterative methods; Linear approximation; Minimization methods; Polynomials; Allpass variable fractional-delay (VFD) digital filter; VFD digital filter; WLS design; iterative weighted-least-squares (WLS) design; noniterative WLS design;
fLanguage
English
Journal_Title
Circuits and Systems I: Regular Papers, IEEE Transactions on
Publisher
ieee
ISSN
1549-8328
Type
jour
DOI
10.1109/TCSI.2005.854406
Filename
1593942
Link To Document