FIR Filter Design Based on the OLS Method

Finite Impulse Response (FIR) filters, with linear phase and stability, are widely used in communications and biomedical applications. Traditional time-domain convolution faces high computational complexity O(NM) and resource conflicts in long-tap filters (e.g., >1,000 taps). This paper proposes an optimized Overlap-Save (OLS) method. MATLAB/Vivado simulations and Xilinx Zynq-7020 tests show that a 64th-order FIR design using OLS requires only 16 DSP units and 8 BRAM blocks, cutting hardware use by 75% and power by 33% compared to time-domain convolution, achieving 98 MSPS throughput. Frequency-domain block processing and invalid data truncation balance efficiency, cost, and fidelity, providing a cost-effective solution for real-time 5G and medical signal processing.

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Publication Details

Published
2025-07-18
DOI
https://doi.org/10.1109/ecnct66493.2025.11172632
Primary Topic
Advanced Algorithms and Applications
Type
article
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article

FIR Filter Design Based on the OLS Method

Ke Chen, Jinglei Zhou, Mengyue Hao
Advanced Algorithms and Applications
article

FIR Filter Design Based on the OLS Method

Ke Chen, Jinglei Zhou, Mengyue Hao
article en

Abstract

Finite Impulse Response (FIR) filters, with linear phase and stability, are widely used in communications and biomedical applications. Traditional time-domain convolution faces high computational complexity O(NM) and resource conflicts in long-tap filters (e.g., >1,000 taps). This paper proposes an optimized Overlap-Save (OLS) method. MATLAB/Vivado simulations and Xilinx Zynq-7020 tests show that a 64th-order FIR design using OLS requires only 16 DSP units and 8 BRAM blocks, cutting hardware use by 75% and power by 33% compared to time-domain convolution, achieving 98 MSPS throughput. Frequency-domain block processing and invalid data truncation balance efficiency, cost, and fidelity, providing a cost-effective solution for real-time 5G and medical signal processing.

Xi'an Polytechnic University (CN)
Openalex Percentile: Top 67%
Advanced Algorithms and Applications
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