A generalized approach to the design of variable fractional-delay FIR digital filters

被引:41
|
作者
Shyu, Jong-Jy [1 ]
Pei, Soo-Chang [2 ]
机构
[1] Natl Univ Kaohsiung, Dept Elect Engn, Kaohsiung, Taiwan
[2] Natl Taiwan Univ, Dept Elect Engn, Taipei, Taiwan
关键词
variable fractional-delay FIR filter; weighted least-squares approach; FIR filter; cholesky factorization; partial-band differentiator;
D O I
10.1016/j.sigpro.2007.12.009
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, a complex-oriented weighted least-squares approach is. proposed for the design of arbitrary variable fractional-delay FIR filters. The objective error function is formulated in a quadratic form, such that the filter coefficients can be obtained by proper matrix/vector operation, including matrix inversion. However, all elements of related matrices and vectors can be represented in closed forms, and the matrix to be inversed is a positive-definite Hermitian symmetric matrix, which can be decomposed by the Cholesky factorization, such that computation time can be effectively reduced and the ill condition can be avoided. Comparing with the existing methods, the proposed method can be applied to design arbitrary complex coefficient or real coefficient variable fractional-delay filters. Several examples are presented to demonstrate the flexibility and effectiveness of the proposed method. (c) 2007 Elsevier B.V. All rights reserved.
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页码:1428 / 1435
页数:8
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