从心电图中提取呼吸信息的电路实现

IF 1.3 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Journal of Database Management Pub Date : 2022-04-01 DOI:10.4018/jdm.314211
Shih-Yi Cheng, Jinbao Zhang, Zhan Gao, Jiehua Wang
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引用次数: 0

摘要

呼吸是人体一个重要的生理过程。小波变换方法可以从心电图数据中提取呼吸信息;因此,作者设计了一种ecg衍生呼吸(EDR)集成电路。他们提出了一个基于心跳频率和呼吸分析的离散小波变换(DWT) EDR算法。他们使用Matlab在时域和频域验证了该算法。其次,利用QUARTUS程序设计了DWT EDR数字电路。最后,他们使用现场可编程门阵列(FPGA)进行下载和仿真,并使用逻辑分析仪对设计的电路进行验证,将从EDR电路中获得的数据波形与在Matlab中处理小波变换EDR后得到的波形进行比较。实验结果表明,该电路可以从心电数据中提取呼吸信息。
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Circuit Implementation of Respiratory Information Extracted from Electrocardiograms
Breathing is an important physiological process in the human body. The wavelet transform method can extract respiratory information from electrocardiogram (ECG) data; thus, the authors designed an integrated circuit of ECG-derived respiration (EDR). They propose a discrete wavelet transform (DWT) EDR algorithm based on an analysis of the heartbeat frequency and respiration. They verified the algorithm in both the time domain and the frequency domain using Matlab. Next, the DWT EDR digital circuit was designed using the QUARTUS program. Finally, they used a field programmable gate array (FPGA) for downloading and simulation, and they verified the designed circuits using a logic analyzer, where they compared the waveform of the data obtained from the EDR circuit with the waveform obtained after processing the wavelet transform EDR in Matlab. The experimental results showed that the circuit can allow the extraction of respiratory information from ECG data.
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来源期刊
Journal of Database Management
Journal of Database Management 工程技术-计算机:软件工程
CiteScore
4.20
自引率
23.10%
发文量
24
期刊介绍: The Journal of Database Management (JDM) publishes original research on all aspects of database management, design science, systems analysis and design, and software engineering. The primary mission of JDM is to be instrumental in the improvement and development of theory and practice related to information technology, information systems, and management of knowledge resources. The journal is targeted at both academic researchers and practicing IT professionals.
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