Title :
Research on a fetal electrocardiogram separation system based on DSP
Author :
Li, Xuan-Ang ; Mu, Xiao-Min ; Ding, Ying-Qiang ; Qu, Zhi-Hui ; Chen, En-Qing
Author_Institution :
Coll. of Inf. Eng., Zhengzhou Univ., Zhengzhou, China
Abstract :
In this paper, the research and implementation of a fetal electrocardiogram (FECG) separation system were introduced with the low-power DSP TMS320VC5509A as the core. To detect the fetal signal, a practical amplification and filter circuit was designed, then a DSP program was used to sample the signal, save the data and communicate with PC, and extract the FECG signal according to the nonlinear PCA algorithm. In this system design, it is the key to design an effective fetal signal detection circuit and a real-time sampling and data interface circuit. To validate these circuits, a real FECG dataset was sampled. The experimental results show that the system designs reasonably and portably, and performs excellently.
Keywords :
biomedical communication; data analysis; electrocardiography; feature extraction; filtering theory; medical signal detection; medical signal processing; notch filters; obstetrics; principal component analysis; signal processing equipment; ECG; data interface circuit; fetal electrocardiogram separation system; fetal signal detection circuit; low-power DSP; medical communication; nonlinear PCA algorithm; notch filter circuit; real-time sampling; signal amplification; signal extraction; Digital signal processing; Lead; Universal Serial Bus;
Conference_Titel :
Intelligent Signal Processing and Communication Systems (ISPACS), 2010 International Symposium on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-7369-4
DOI :
10.1109/ISPACS.2010.5704715