A Heart Sound Segmentation Method Based on Cyclostationary Envelope
Segmentation is generally an important prior process to automatic analysis of heart sounds.The proposed algorithm achieved this in separated cycles.First,the cyclostationary envelopes of heart sound signals are calculated.Second,a threshold is chosen to separate S1 and S2.The segmentation is automatic,and robust to noise.It can identify S1 and S2 correctly even under the circumstance of noise and interference.No reference signal is needed for this segmentation.It was tested by the heart sounds of 20 subjects including 15 normal and 5 abnormal in various clinical cases (715 cycles in total).The statistics showed over 96 percent correctness for segmentation.
Heart sound signal Segmentation Cyclostationary Envelope
Ting Li Tianshuang Qiu Hong Tang
Faculty of Electronic and Electrical Engineering Dalian University of Technology,Dalian,116024,China Faculty of Electronic and Electrical Engineering Dalian University of Technology,Dalian,116024,China
国际会议
杭州
英文
2537-2540
2013-03-22(万方平台首次上网日期,不代表论文的发表时间)