标题:Study of Pulse Rate Variability Signals Using Bispectrum Analysis
作者:Zhang, Qingguang; Yang, Jing; Li, Liping; Li, Bin; Liu, Changchun
通讯作者:Liu, C
作者机构:[Zhang, Qingguang; Li, Liping; Li, Bin; Liu, Changchun] Shandong Univ, Sch Control Sci & Engn, Jinan, Peoples R China.; [Yang, Jing] Shandong Univ, 更多
会议名称:4th International Conference on Bioinformatics and Biomedical Engineering (iCBBE)
会议日期:JUN 18-20, 2010
来源:2010 4TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING (ICBBE 2010)
出版年:2010
DOI:10.1109/ICBBE.2010.5516189
关键词:Pulse Rate Variability; Bispectrum Analysis; Congestive Heart Failure; (CHF)
摘要:In this paper, a bispectrum analysis technique is suggested for quantitative analysis of Congestive Heart Failure (CHF). The bispectrum is estimated using an autoregressive model, and the frequency coupling of the bispectrum is extracted as a quantitative measure to classify normal and CHF subjects. According to the further study of the foot to peak interval variability (FPIV), the peak to notch interval variability (PNIV) and the notch to next foot interval variability (NFIV), the experiment results showed that the PRV activity was located on a specific region of the bispectrum magnitude. Moreover, the results indicated that the frequency coupling was stable in normal subjects and messy in CHF patients. In particular, the results of the bispectrum amplitude indicated that the strength of the frequency coupling was not as strong in the normal subjects as in the CHF cases. All these changes existed in all three PRV series, especially in NFIV signal.
收录类别:CPCI-S;EI;SCOPUS
Scopus被引频次:2
资源类型:会议论文;期刊论文
原文链接:https://www.scopus.com/inward/record.uri?eid=2-s2.0-77956148454&doi=10.1109%2fICBBE.2010.5516189&partnerID=40&md5=a0ce2672ae30aae35cd8d1772d9c5fd1
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