Extracting of the Ultrasound Fetal Heart Rate Signal Based on Wavelet Packet Mix Node Threshold
Clinically, fetal heart rate, to a certain extent, reflects the health of the fetus. Therefore, how to extract the fetal heart rate signals in ultrasound fetal heart rate signal processing has been a key issue. In this paper, a new wavelet packet mix node threshold (WPMNT) denoising algorithm based on the maximum wavelet packet energy entropy is proposed. Moreover, based on the threshold given by the new algorithm, a new wavelet packet threshold function is constructed for ultrasound fetal heart rate signal denoising. Experimental results show that this algorithm gives better signal noise ratio (SNR) gains and mean square error (MSE) performance than traditional algorithms.
FHR wavelet packet energy entropy threshold function
Mingquan Wang Wanli Zhu Shi Zhang Zijing Wang
College of Information Science and Engineering Northeastern University Shenyang, China
国际会议
上海
英文
746-749
2011-10-15(万方平台首次上网日期,不代表论文的发表时间)