Design of two-dimensional recursive digital filters with specified magnitude and group-delay characteristics using Taguchi-based Immune Algorithm

被引:7
|
作者
Abo-Zahhad, Mohammed [1 ]
Ahmed, Sabah M. [1 ]
Al-Ajlouni, Ahmad F. [2 ]
Sabor, Nabil [1 ]
机构
[1] Assiut Univ, Fac Engn, Elect & Elect Engn Dept, Assiut 71516, Egypt
[2] Yarmouk Univ, Dept Commun Engn, Hijjawi Fac Engn Technol, Irbid 21163, Jordan
关键词
two-dimensional digital filters; IA; immune algorithm; Taguchi method; group delay;
D O I
10.1504/IJSISE.2010.038018
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
This paper presents one modern heuristic optimisation algorithm, named Taguchi-Based Immune Algorithm (TBIA), to solve the problem of designing 2D recursive digital filters with specified magnitude and group-delay characteristics. The algorithm is detailed for the design of three recursive filters' categories, namely filters with predefined magnitude, delay and magnitude and delay. On the basis of minimising the magnitude and group-delay errors, multi-criterion design combination is employed to obtain optimal recursive filters that satisfy the required specifications. Computational experiments show the ability of the proposed algorithm to obtain more robust stable complex filters compared with previously reported design methods.
引用
收藏
页码:222 / 235
页数:14
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