Design of linear phase FIR filters using fractional derivative constraints

被引:44
作者
Tseng, Chien-Cheng [1 ]
Lee, Su-Ling [2 ]
机构
[1] Natl Kaohsiung First Univ Sci & Technol, Dept Comp & Commun Engn, Kaohsiung, Taiwan
[2] Chung Jung Christian Univ, Dept Comp Sci & Informat Engn, Tainan, Taiwan
关键词
Linear phase; FIR filter; Digital filter; Fractional calculus; Fractional derivative; Maximally flat;
D O I
10.1016/j.sigpro.2011.11.030
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, the designs of linear phase FIR filters using fractional derivative constraints are investigated. First, the definition of fractional derivative is reviewed briefly. Then, the linear phase FIR filters are designed by minimizing integral squares error under the constraint that the ideal response and actual response have several same fractional derivatives at the prescribed frequency point. Next, the fractional maximally flat FIR filters are designed by letting the number of fractional derivative constraints be equal to the number of filter coefficients. Finally, numerical examples are demonstrated to show that the proposed method has larger design flexibility than the conventional integer derivative constrained methods. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:1317 / 1327
页数:11
相关论文
共 22 条
[1]  
[Anonymous], P 9 INT S SIGN PROC
[2]  
[Anonymous], 2011, Digital signal processing: a computer-based approach
[3]  
[Anonymous], 1993, INTRO FRACTIONAL CA
[4]  
[Anonymous], 2003, Itbm-Rbm, DOI [10.1016/j.rbmret.2003.08.002, DOI 10.1016/J.RBMRET.2003.08.002]
[5]  
[Anonymous], 2015, Linear and Nonlinear Programming
[6]   Fractional-order anisotropic diffusion for image denoising [J].
Bai, Jian ;
Feng, Xiang-Chu .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2007, 16 (10) :2492-2502
[7]   MAXIMUM FLAT DIGITAL DIFFERENTIATOR [J].
CARLSSON, B .
ELECTRONICS LETTERS, 1991, 27 (08) :675-677
[8]  
Das S., 2008, Functional Fractional Calculus for System Identification and Controls
[9]   DESIGNING NOTCH FILTER WITH CONTROLLED NULL WIDTH [J].
ER, MH .
SIGNAL PROCESSING, 1991, 24 (03) :319-329
[10]  
Herrmann R., 2018, Fractional Calculus-An Introduction for Physicists