Blind Eztraction of FECG Combining Periodicity and Kurtosis

摘要：

Detection of the fetal electrocardiogram (FECG) from the maternal cutaneous electrode recordings is an important but hard task. To extract the FECG, two important blind source extraction algorithms have been proposed by Barros and Zhi-lin Zhang which using the periodicity and kurtosis, respectively. Barros algorithm is sensitive for the estimation error of the period of the FECG and Zhi-lin Zhangs algorithm requires precise estimation of the kurtosis range of the FECG. In this work, a novel blind source extraction algorithm combing periodicity and kurtosis is proposed to conquer the two flaws of the BSE algorithm of Barros and Zhangs. Experiments on real world FECG illustrate the validity and better performance of the proposed algorithm.

关键词： blind source separation blind source eztraction fetal electrocardiogram kurtosis periodicity

作者: MA Ming YANG Yu-lin LEI San-Ya

作者单位: Department of Avionics Engineering The First Aeronautic Institute of the Air Force Xinyang City,HeNan Province,PR of China

会议类型: 国际会议

会议名称: The 3rd International Conference on Bioinformatics and Biomedical Engineering(iCBBE 2009)(第三届生物信息与生物医学工程国际会议)

会议地点: 北京

会议语种:英文

页码: 1-4

在线出版日期: 2009-06-11（万方平台首次上网日期，不代表论文的发表时间）