首页|期刊导航|高技术通讯(英文版)|Analysis of the characteristics of gastrointestinal motility based on Hilbert-Huang transform method
高技术通讯(英文版)2008,Vol.14Issue(1):30-34,5.
Analysis of the characteristics of gastrointestinal motility based on Hilbert-Huang transform method
Analysis of the characteristics of gastrointestinal motility based on Hilbert-Huang transform method
摘要
Abstract
Pressure activity data as an important index of gastrointestinal (GI) motility can be obtained from the wireless radiotelemetry capsule. The Hilbert-Huang transform (HHT) method, which is more effective to process non-stationary signal, is proposed to identify the characteristics of GI motility. We decompose the pressure activity data into intrinsic mode functions (IMFs),calculate the Hilbert marginal spectrum and attain the peristalsis characteristics of GI tract. The IMFs represent the peristalses modes of GI tract activity embedded in the pressure data. The time-varying characteristic of the method suggests that the HHT is suitable to accommodate other non-stationary biomedical data analysis.关键词
intrinsic mode function, empirical mode decomposition (EMD),Hilbert-Huang transform (HHT) method, gastrointestinal (GI) motilityKey words
intrinsic mode function, empirical mode decomposition (EMD),Hilbert-Huang transform (HHT) method, gastrointestinal (GI) motility分类
数理科学引用本文复制引用
Huang Biao,Yan Guozheng..Analysis of the characteristics of gastrointestinal motility based on Hilbert-Huang transform method[J].高技术通讯(英文版),2008,14(1):30-34,5.基金项目
Supported by the National High Technology Research and Development Programme of China (2004AA404013). (2004AA404013)