DocumentCode :
406219
Title :
Design of full band IIR digital differentiators
Author :
Zhang, Xi ; Yoshikawa, Toshinori
Author_Institution :
Dept. of Electr. Eng., Nagaoka Univ. of Technol., Niigata, Japan
Volume :
1
fYear :
2003
fDate :
14-17 Dec. 2003
Firstpage :
652
Abstract :
This paper presents an efficient method for designing full band IIR digital differentiators in the complex Chebyshev sense. The proposed method is based on the formulation of a generalized eigenvalue problem by using the Remez multiple exchange algorithm. Therefore, a set of filter coefficients can be easily obtained by solving the eigenvalue problem to find the absolute minimum eigenvalue, and then the complex Chebyshev approximation is attained through a few iterations starting from a given initial guess. The proposed algorithm is computationally efficient because it not only retains the speed inherent in the Remez exchange algorithm, but also simplifies the interpolation step. One design example is presented and compared with the conventional methods. It can be seen that the design results obtained by using the proposed method are better than that in the conventional methods.
Keywords :
Chebyshev approximation; IIR filters; differentiation; eigenvalues and eigenfunctions; signal processing; Remez multiple exchange algorithm; complex Chebyshev approximation; full band IIR digital differentiators; generalized eigenvalue problem; Algorithm design and analysis; Eigenvalues and eigenfunctions; Equations; Frequency response; IIR filters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks and Signal Processing, 2003. Proceedings of the 2003 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
0-7803-7702-8
Type :
conf
DOI :
10.1109/ICNNSP.2003.1279359
Filename :
1279359
Link To Document :
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