A Premature Ventricular Contraction (PVC) Detection Scheme Based on Heart Rate Variability (HRV) Statistics

碩士 === 國立中正大學 === 通訊工程研究所 === 100 === With the rapid development of science and technology, people get more pressure from their daily lives. An important sign of being unhealthy is having heart arrhythmia. Diagnosis for the arrhythmia is important technique to saving people's life. In particula...

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Main Authors: Kuan-Yi Chen, 陳冠伊
Other Authors: Chen, Huan
Format: Others
Language:zh-TW
Published: 2012
Online Access:http://ndltd.ncl.edu.tw/handle/54808895333661762857
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spelling ndltd-TW-100CCU006501032015-10-13T21:07:20Z http://ndltd.ncl.edu.tw/handle/54808895333661762857 A Premature Ventricular Contraction (PVC) Detection Scheme Based on Heart Rate Variability (HRV) Statistics 基於心率變異度分析之心室早期收縮偵測 Kuan-Yi Chen 陳冠伊 碩士 國立中正大學 通訊工程研究所 100 With the rapid development of science and technology, people get more pressure from their daily lives. An important sign of being unhealthy is having heart arrhythmia. Diagnosis for the arrhythmia is important technique to saving people's life. In particular, people's heart beats are affected by autonomic nervous system and physiological hormone. The Heart Rate Variability (HRV) is used to measure the changes of the heart beat rates, and we can study the strength of autonomic nervous system by analyzing it. The database of arrhythmia used in this thesis is from MIT-BIH. We also applied the Cubic Spline interpolation to derive the HRV parameters. The Statistical Product and Service Solutions (SPSS) is used to analyze the relation between parameters of HRV and a typical arrhythmia called Premature Ventricular Contraction (PVC). Results showed that the very low frequency power (VLFP), low frequency power(LFP), high frequency power(HFP) in HRV can be used to determine the PVC arrhythmia. Chen, Huan Cheng, Bo-Chao 陳煥 鄭伯炤 2012 學位論文 ; thesis 51 zh-TW
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language zh-TW
format Others
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description 碩士 === 國立中正大學 === 通訊工程研究所 === 100 === With the rapid development of science and technology, people get more pressure from their daily lives. An important sign of being unhealthy is having heart arrhythmia. Diagnosis for the arrhythmia is important technique to saving people's life. In particular, people's heart beats are affected by autonomic nervous system and physiological hormone. The Heart Rate Variability (HRV) is used to measure the changes of the heart beat rates, and we can study the strength of autonomic nervous system by analyzing it. The database of arrhythmia used in this thesis is from MIT-BIH. We also applied the Cubic Spline interpolation to derive the HRV parameters. The Statistical Product and Service Solutions (SPSS) is used to analyze the relation between parameters of HRV and a typical arrhythmia called Premature Ventricular Contraction (PVC). Results showed that the very low frequency power (VLFP), low frequency power(LFP), high frequency power(HFP) in HRV can be used to determine the PVC arrhythmia.
author2 Chen, Huan
author_facet Chen, Huan
Kuan-Yi Chen
陳冠伊
author Kuan-Yi Chen
陳冠伊
spellingShingle Kuan-Yi Chen
陳冠伊
A Premature Ventricular Contraction (PVC) Detection Scheme Based on Heart Rate Variability (HRV) Statistics
author_sort Kuan-Yi Chen
title A Premature Ventricular Contraction (PVC) Detection Scheme Based on Heart Rate Variability (HRV) Statistics
title_short A Premature Ventricular Contraction (PVC) Detection Scheme Based on Heart Rate Variability (HRV) Statistics
title_full A Premature Ventricular Contraction (PVC) Detection Scheme Based on Heart Rate Variability (HRV) Statistics
title_fullStr A Premature Ventricular Contraction (PVC) Detection Scheme Based on Heart Rate Variability (HRV) Statistics
title_full_unstemmed A Premature Ventricular Contraction (PVC) Detection Scheme Based on Heart Rate Variability (HRV) Statistics
title_sort premature ventricular contraction (pvc) detection scheme based on heart rate variability (hrv) statistics
publishDate 2012
url http://ndltd.ncl.edu.tw/handle/54808895333661762857
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