Study on gastric interdigestive pressure activity based on phase space reconstruction and FastICA algorithm.
To investigate the features of the gastric interdigestive pressure activity under normal physiological conditions, we have developed the wireless radiotelemetry capsule based on a telemetry technique. Twelve healthy volunteers participated in this study. Pressure activity data which are an important index of gastric motility can be obtained from the wireless radiotelemetry capsule. But the capsule only records single-dimensional pressure time series which may contain a few interdependent components simultaneously. Automated embedding phase space reconstruction algorithm is employed to reconstruct multi-dimensional phase space. Then the dominant and separated component of the gastric contractions is identified using FastICA algorithm. Finally the use of Hilbert Huang transform method for analyzing the characters of gastric motility is investigated. The results show that the proposed method is an effective approach for the analysis of the gastric pressure series.
Huang
Biao
B
No. 820 Lab., Department of Instrument, Shanghai Jiaotong University, No. 800 Dongchuan Road, 200240 Shanghai, China. huangb@sjtu.edu.cn
Yan
Guozheng
G
Zan
Peng
P
Li
Qianru
Q
D000328:Adult; D000465:Algorithms; D001699:Biometry; D002214:Capsules; D004867:Equipment Design; D005260:Female; D005746:Gastric Emptying / Q000502:physiology; D005769:Gastrointestinal Motility; D006801:Humans; D006863:Hydrogen-Ion Concentration; D008297:Male; D012815:Signal Processing, Computer-Assisted; D013270:Stomach / Q000502:physiology*; D013686:Telemetry / Q000379:methods* / Q000706:statistics & numerical data; D014160:Transducers, Pressure
D002214:Capsules