Studying on denoising algorithm of heart sound signal based on the generalized mathematical morphology
Heart sound signal has great value in clinical application, before identifying the components and doing further analysis, removing interference noise is necessary. In order to remove noise from heart sound signal well and be convenient to use, we apply generalized mathematical morphology in handling the signal which contains noise, high-frequency and lowfrequency noise could be eliminated by a combination of openingclosing and closing-opening generalized mathematical morphological filter, opening-closing and closing-opening generated through cascade of the structural elements of different sizes, based on mathematical morphology we combine threshold and removing interference peaks methods to improve the method of denoising, designing a method of removing noise which algorithm is simple. In the experiment we compare three kinds of denoising algorithms by using root mean square error, the results show that the proposed denoising algorithm is better, which has a very important value in real-time acquisition of heart sound.
heart sound signal denoising generalized mathematical morphology structural element
BAI Fang-fang MIAO Chang-yun ZHANG Cheng GAN Jing-meng
College of information and Communication Engineering, Tianjin Polytechnic University, Tianjin,China
国际会议
2010 IEEE 10th International Conference on Signal Processing(第十届信号处理国际会议 ICSP 2010)
北京
英文
1797-1800
2010-08-24（万方平台首次上网日期，不代表论文的发表时间）