Recurrent Difference Digital Filtering Algorithm Without Algorithmic Multiplication Operations

Research-related issues of any possibility on building virtual models for microelectronic digital signal processing devices without multiplication operations were considered. The research relevance was due to the need of some reducing of the computational complexity of software algorithms for digital filtration. The research purpose was to develop a mathematical model of the recursive digital filter with low-bit values for its coefficients of digital filtering based on the finite difference method. The study used numerical methods for constructing mathematical and software models of digital algorithms for difference filtering with such coefficients. The research results confirmed and showed the real possibility for building of mathematical model for digital algorithms of these filters by the methods for directional search of integer difference coefficients for difference filtering and comparative analysis of such low-bit difference coefficients. Recurrent formula for linear convolution of sequences of digital samples of the filtered signal and difference coefficients of the recursive difference digital filter is given.

Authors

Institutions

Publication Details

Published
2025-03-26
DOI
https://doi.org/10.1109/dspa64310.2025.10977906
Primary Topic
Digital Filter Design and Implementation
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Recurrent Difference Digital Filtering Algorithm Without Algorithmic Multiplication Operations

Adeliya Yu. Burova
Digital Filter Design and Implementation
article

Recurrent Difference Digital Filtering Algorithm Without Algorithmic Multiplication Operations

Adeliya Yu. Burova
article en

Abstract

Research-related issues of any possibility on building virtual models for microelectronic digital signal processing devices without multiplication operations were considered. The research relevance was due to the need of some reducing of the computational complexity of software algorithms for digital filtration. The research purpose was to develop a mathematical model of the recursive digital filter with low-bit values for its coefficients of digital filtering based on the finite difference method. The study used numerical methods for constructing mathematical and software models of digital algorithms for difference filtering with such coefficients. The research results confirmed and showed the real possibility for building of mathematical model for digital algorithms of these filters by the methods for directional search of integer difference coefficients for difference filtering and comparative analysis of such low-bit difference coefficients. Recurrent formula for linear convolution of sequences of digital samples of the filtered signal and difference coefficients of the recursive difference digital filter is given.

Moscow Aviation Institute (RU)
Openalex Percentile: Top 89%
Digital Filter Design and Implementation
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Recurrent Difference Digital Filtering Algorithm Without Algorithmic Multiplication Operations — Adeliya Yu. Burova · (2025) | TGRS Research Map | TGRS