DocumentCode :
2584692
Title :
Extracting of the ultrasound fetal heart rate signal based on wavelet packet mix node threshold
Author :
Wang, Mingquan ; Zhu, Wanli ; Zhang, Shi ; Wang, Zijing
Author_Institution :
Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
Volume :
2
fYear :
2011
fDate :
15-17 Oct. 2011
Firstpage :
749
Lastpage :
752
Abstract :
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.
Keywords :
biomedical ultrasonics; blood pressure measurement; entropy; medical signal processing; obstetrics; patient diagnosis; signal denoising; WPMNT denoising algorithm; maximum wavelet packet energy entropy; mean square error; signal denoising; signal noise ratio; ultrasound fetal heart rate signal processing; wavelet packet mix node threshold; Entropy; Fetal heart rate; Noise reduction; Signal processing algorithms; Ultrasonic imaging; Wavelet packets; FHR; energy entropy; threshold function; wavelet packet;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2011 4th International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9351-7
Type :
conf
DOI :
10.1109/BMEI.2011.6098378
Filename :
6098378
Link To Document :
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