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采用基-2乘法器的低功耗高效面积FIR滤波器用于去除眼电图(EOG)信号噪声。

Power and area efficient FIR filter using Radix- 2 multiplier for de-noise the electrooculography (EOG) signal.

作者信息

Kumar Gundugonti Kishore, Chinnapurapu Naga Raghuram, Srinivas Kankanala

机构信息

Velagapudi Ramakrishna Siddhartha Engineering College Deemed to be University, Vijayawada, India.

School of Electronics Engineering, VIT-AP University, Inavolu, Beside AP Secretariat, Amaravati, AP, 522237, India.

出版信息

Sci Rep. 2024 Sep 30;14(1):22599. doi: 10.1038/s41598-024-73514-5.

DOI:10.1038/s41598-024-73514-5
PMID:39349679
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11442464/
Abstract

This article introduces a novel FIR filter using a Radix-2r multiplier combined with 4:2 and 3:2 compressors for denoising Electrooculography (EOG) signals. This approach replaces traditional ripple-carry adders with compressors to add the partial products generated by the Radix-2r multiplier, resulting in reduced delay and energy consumption. The FIR filter is implemented in gate-level Verilog HDL, verified using ModelSim and Altera DSP Builder, and synthesized with the Cadence RTL compiler. Compared to conventional designs, the proposed filter achieves a 71.48% reduction in area, 73.28% reduction in power, 51.84% reduction in delay, 86.22% reduction in the area-delay product (ADP), and 92.38% reduction in energy-per-operation (EPS), significantly outperforming the SOPOT filter.

摘要

本文介绍了一种新型有限脉冲响应(FIR)滤波器,该滤波器使用基-2r乘法器与4:2和3:2压缩器相结合,用于对眼电图(EOG)信号进行去噪。这种方法用压缩器取代传统的进位加法器来累加基-2r乘法器生成的部分积,从而减少延迟和能耗。该FIR滤波器采用门级Verilog硬件描述语言(HDL)实现,使用ModelSim和Altera DSP Builder进行验证,并使用Cadence RTL编译器进行综合。与传统设计相比,所提出的滤波器在面积上减少了71.48%,功耗降低了73.28%,延迟减少了51.84%,面积-延迟积(ADP)降低了86.22%,每操作能耗(EPS)降低了92.38%,显著优于SOPOT滤波器。

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本文引用的文献

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Real-Time "Eye-Writing" Recognition Using Electrooculogram.使用眼电图的实时“眼写”识别
IEEE Trans Neural Syst Rehabil Eng. 2017 Jan;25(1):37-48. doi: 10.1109/TNSRE.2016.2542524. Epub 2016 Mar 15.
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Eye movement analysis for activity recognition using electrooculography.使用眼动分析进行基于眼电图的活动识别。
IEEE Trans Pattern Anal Mach Intell. 2011 Apr;33(4):741-53. doi: 10.1109/TPAMI.2010.86.
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ISCEV Standard for Clinical Electro-oculography (EOG) 2006.《国际临床视觉电生理学会(ISCEV)临床眼电图(EOG)标准(2006年版)》
Doc Ophthalmol. 2006 Nov;113(3):205-12. doi: 10.1007/s10633-006-9030-0. Epub 2006 Nov 16.