Photoplethysmography (PPG) Scheming System Based on Finite Impulse Response (FIR) Filter Design in Biomedical Applications

Q2 Computer Science
H. Tun
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引用次数: 5

Abstract

Photoplethysmography (PPG) is a non-invasive technique that measures relative blood volume changes in the blood vessels close to the skin. This research work intends to design a real-time filtering system. There are two main parts in this heart rate detection system: the data-gathering portion and real-time processing. Both processing includes preprocessing and filtering in which PPG signals derive from the pulse sensor in the data-gathering stage. It filters from PPG signal in real-time processing. In the data-gathering stage, the PPG signal is first derived from the pulse sensor, and then it is preprocessed to remove noise and enhance the signal quality to collect the paired-pulse index (PPI). After the signal has been preprocessed, the PPI is extracted from the signal, and this signal with features is collected as a data point to give an input signal for Raspberry Pi to draw the heat rate plot. In this system implementation, the pulse sensor is used to detect the heart-beat information of blood stream. This computer-aided system may also help patients save their time being spent waiting for doctors’ decisions. Biomedical analysis, digital signal processing, image processing, and data analysis become important factors for the automatic diagnosis system.
生物医学应用中基于有限脉冲响应(FIR)滤波器设计的光体积脉搏图(PPG)规划系统
光容积脉搏波描记术(PPG)是一种非侵入性技术,可测量皮肤附近血管的相对血容量变化。本课题旨在设计一个实时过滤系统。该心率检测系统主要包括两个部分:数据采集部分和实时处理部分。这两种处理都包括预处理和滤波,其中脉冲传感器在数据收集阶段产生PPG信号。它对实时处理的PPG信号进行滤波。在数据采集阶段,首先从脉冲传感器提取PPG信号,然后对其进行预处理,去除噪声,提高信号质量,采集成对脉冲指数(PPI)。在对信号进行预处理后,从信号中提取PPI,并将该带有特征的信号作为数据点收集,作为树莓派绘制热率图的输入信号。在本系统实现中,脉搏传感器用于检测血流的心跳信息。这种计算机辅助系统还可以帮助病人节省等待医生决定的时间。生物医学分析、数字信号处理、图像处理和数据分析成为自动诊断系统的重要组成部分。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.90
自引率
0.00%
发文量
22
期刊介绍: International Journal of Electrical and Electronic Engineering & Telecommunications. IJEETC is a scholarly peer-reviewed international scientific journal published quarterly, focusing on theories, systems, methods, algorithms and applications in electrical and electronic engineering & telecommunications. It provide a high profile, leading edge forum for academic researchers, industrial professionals, engineers, consultants, managers, educators and policy makers working in the field to contribute and disseminate innovative new work on Electrical and Electronic Engineering & Telecommunications. All papers will be blind reviewed and accepted papers will be published quarterly, which is available online (open access) and in printed version.
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