Sparse Design of Integer Order IIR Differentiator

Digital differentiator is digital circuit for differentiation of digital signal. It is often used in a wide range of fields such as sound processing, image processing, measurement and control. In this work, we propose the design of the sparse integer order differentiators which contain zero coefficients. We show the fast search algorithm for obtaining the solution of sparse integer order differentiators. Design examples show that the fast search algorithm can often find the optimal solution which is obtained by the tree structure. Thus, the effectiveness of the fast algorithm can be demonstrated.

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Publication Details

Journal
IEEJ Transactions on Electronics Information and Systems
Published
2025-02-28
DOI
https://doi.org/10.1541/ieejeiss.145.315
Primary Topic
Advanced Control Systems Design
Type
article
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article

Sparse Design of Integer Order IIR Differentiator

Naoyuki Aikawa, Masayoshi Nakamoto, Yuzuru OTANI
IEEJ Transactions on Electronics Information and Systems
Advanced Control Systems Design
article

Sparse Design of Integer Order IIR Differentiator

Naoyuki Aikawa, Masayoshi Nakamoto, Yuzuru OTANI
article en

Abstract

Digital differentiator is digital circuit for differentiation of digital signal. It is often used in a wide range of fields such as sound processing, image processing, measurement and control. In this work, we propose the design of the sparse integer order differentiators which contain zero coefficients. We show the fast search algorithm for obtaining the solution of sparse integer order differentiators. Design examples show that the fast search algorithm can often find the optimal solution which is obtained by the tree structure. Thus, the effectiveness of the fast algorithm can be demonstrated.

IEEJ Transactions on Electronics Information and SystemsVol. 145(3)
Hiroshima University (JP), Tokyo University of Science (JP), Advanced Engineering (Czechia) (CZ)
Openalex Percentile: Top 96%
Advanced Control Systems Design
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