DocumentCode
2727316
Title
An effective photoplethysmography signal processing system based on EEMD method
Author
Jia-Ju Liao ; Shang-Yi Chuang ; Chia-Ching Chou ; Chia-Chi Chang ; Wai-Chi Fang
Author_Institution
Dept. of Electron. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
fYear
2015
fDate
27-29 April 2015
Firstpage
1
Lastpage
4
Abstract
This study proposed an effective signal processing system based on Ensemble Empirical Mode Decomposition (EEMD) method for the analysis of Photoplethysmography (PPG). The whole system was implemented on an ARM-based SoC development platform to attain the on-line non-stationary signal processing. A non-invasive near-infrared light sensing device was used to record the continuous PPG as the input signal. According to the non-stationary characteristics of PPG, EEMD is useful to achieve accurate analysis for PPG. The signal was decomposed into several Intrinsic Mode Functions (IMFs) by EEMD. The results showed that the proposed EEMD processor can effectively solve the mode mixing problem of Empirical Mode Decomposition (EMD). This study examined its possibility based on specific architecture with an on-board Xilinx FPGA. It was helpful for non-stationary biomedical signal processing and cardiovascular diseases research.
Keywords
cardiovascular system; diseases; medical signal processing; optical sensors; photoplethysmography; ARM-based SoC development; EEMD method; IMF; cardiovascular diseases; ensemble empirical mode decomposition; intrinsic mode functions; noninvasive near-infrared light sensing device; nonstationary biomedical signal processing; on-board Xilinx FPGA; on-line non-stationary signal processing; photoplethysmography signal processing system; Band-pass filters; Empirical mode decomposition; Engines; Hardware; Splines (mathematics); White noise; FPGA; ensemble empirical mode decomposition; photoplethysmography;
fLanguage
English
Publisher
ieee
Conference_Titel
VLSI Design, Automation and Test (VLSI-DAT), 2015 International Symposium on
Conference_Location
Hsinchu
Type
conf
DOI
10.1109/VLSI-DAT.2015.7114498
Filename
7114498
Link To Document