The design and implementation of folded adaptive lattice filter structures in FPGA for ECG signals

نویسندگان

چکیده

An adaptive filter is the utmost essential castoff in statistical signal dealing. The fine-tuning of factor relation to response filter's key feature due fewer calculations, Least Mean Square (LMS) filters are widely used remove noise from Electrocardiograms (ECG). realized as processing algorithms Digital Signal Processors (DSPs) or VLSI (VSPs). technique provides a way create folded lattice LMS filter, which requires less hardware than an filter. Folding algorithm that uses time scheduling combines arithmetic operations into one operation reduces Register and silicon chip areas. design implementation Power Line Interference (PLI) ECG signals. MATLAB Xilinx System Generator tool Adaptive Lattice Filter Folded with Order K = 2 4 Virtex 5 FPGA KIT. results architecture show area reduced for by 82.60% 91.05%, respectively compared normal

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ژورنال

عنوان ژورنال: Automatika

سال: 2023

ISSN: ['0005-1144', '1848-3380']

DOI: https://doi.org/10.1080/00051144.2023.2205725