Optimization of FIR Filter Parameters using TLBO Algorithm

This paper introduces an approach for optimizing low pass FIR filter parameters using the Teaching-Learning Based Optimization (TLBO) algorithm. The optimization focuses on minimizing error between the desired and actual response. Performance of designed FIR digital filter have been compared with the performance of Particle Swarm Optimization (PSO). Optimization of same order and the MATLAB simulation have confirmed the superiority of the proposed design in terms of smaller pass band and stop band ripples.

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Publication Details

Journal
Journal of Science and Technology.
Published
2024-12-31
DOI
https://doi.org/10.3126/jost.v4i2.78947
Primary Topic
Advanced Control Systems Design
Type
article
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article

Optimization of FIR Filter Parameters using TLBO Algorithm

D. Bhattarai, Rajoo Pandey
Journal of Science and Technology.
Advanced Control Systems Design
article

Optimization of FIR Filter Parameters using TLBO Algorithm

D. Bhattarai, Rajoo Pandey
article en

Abstract

This paper introduces an approach for optimizing low pass FIR filter parameters using the Teaching-Learning Based Optimization (TLBO) algorithm. The optimization focuses on minimizing error between the desired and actual response. Performance of designed FIR digital filter have been compared with the performance of Particle Swarm Optimization (PSO). Optimization of same order and the MATLAB simulation have confirmed the superiority of the proposed design in terms of smaller pass band and stop band ripples.

Journal of Science and Technology.Vol. 4(2)
Openalex Percentile: Top 62%
Advanced Control Systems Design
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Optimization of FIR Filter Parameters using TLBO Algorithm — D. Bhattarai, Rajoo Pandey · Journal of Science and Technology. (2024) | TGRS Research Map | TGRS