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Analysis of the characteristics of gastrointestinal motility based on Hilbert-Huang transform method

Huang Biao Yan Guozheng

高技术通讯(英文版)2008,Vol.14Issue(1):30-34,5.
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

Huang Biao 1Yan Guozheng1

作者信息

  • 1. No.820 Laboratory, Department of Instrument,Shanghai Jiaotong University, Shanghai 200240, P.R.China
  • 折叠

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) motility

Key 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)

高技术通讯(英文版)

1006-6748

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