文章基本信息

标题：FUZZY RULE SET BASED FETAL HEART RATE DETECTION AND SEPARATION USING WAVELET SIGNAL ANALYSIS UNDER VARIOUS PSYCHOLOGICAL MOMENTS
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作者：M.SENTHIL VADIVU ; DR.S.PALANI
期刊名称：Journal of Theoretical and Applied Information Technology
印刷版ISSN：1992-8645
电子版ISSN：1817-3195
出版年度：2014
卷号：64
期号：2
出版社：Journal of Theoretical and Applied
摘要：The maternal heart rate detection becomes more important in medical solutions where the human ECG consists of different a component which represents different activity of heart rooms. The fetal heart rate has to be monitored at different situations of maternal activity. The human heart wave differs with different psychological and physical changes also affects the heart rate of the fetal also. We propose a heuristic approach which detects and separate the fetal heart rate from the mother using wavelet analysis and fuzzy rule set. The rules set consist of variety of rules for different psychological moments which represent the possible heart rate and values of different components of ECG. Using the rule set maintained, the fetal heart rate can be easily identified at different situations of the patient, which supports the medical practitioner to go through the medical procedures. The proposed method has produced higher rate of detection accuracy which makes the separation process an easier one.
关键词：Fuzzy Systems; Rule Sets; ECG; Wavelet Analysis.