DocumentCode :
2959041
Title :
Fetal Heart Signal Monitoring with Confidence Factor
Author :
Chen, Jianfeng ; Phua, Koksoon ; Song, Ying ; Shue, Louis
Author_Institution :
Inst. for Infocomm Res., Singapore
fYear :
2006
fDate :
9-12 July 2006
Firstpage :
1937
Lastpage :
1940
Abstract :
In this paper we present a PDA-based fetal heart monitor that is able to provide instantaneous fetal heart rate (FHR) for the pregnant women. A modified spectral subtraction algorithm is first used to remove the unwanted stationary background noise from the noisy fetal heart sound. The AM/FM modulation technique is then employed to make the fetal heart sound more audible so that both pregnant women and gynaecologists can identify the rhythmic fetal heart beat sounds easily. A real-time algorithm is proposed to extract the fetal heart rate information from the weak and noisy signals. Furthermore, based on the signal spectrum distribution, a confidence factor (CF) is designed to indicate the reliability of the estimated fetal heart rate in real time. The device has been tested in a local hospital on a sample group of 41 pregnant women. Our finding shows that an approximate 75% of the pregnant mothers are able to hear their baby´s heart sound clearly using our device. Tests are also carried out to compare the fetal heart rate calculated using our device and the existing ultrasound cardiotocography (CTG) machine. In most time our device functions properly and provides results close to the CTG records
Keywords :
amplitude modulation; biomedical ultrasonics; cardiology; frequency modulation; medical signal processing; notebook computers; patient monitoring; signal denoising; spectral analysis; AM-FM modulation technique; CF; CTG machine; PDA-based fetal heart monitor; confidence factor; modified spectral subtraction algorithm; noise removal; real-time algorithm; signal spectrum distribution; ultrasound cardiotocography; Acoustic noise; Background noise; Data mining; Fetal heart; Fetal heart rate; Heart rate measurement; Hospitals; Pediatrics; Pregnancy test; Signal design;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia and Expo, 2006 IEEE International Conference on
Conference_Location :
Toronto, Ont.
Print_ISBN :
1-4244-0366-7
Electronic_ISBN :
1-4244-0367-7
Type :
conf
DOI :
10.1109/ICME.2006.262936
Filename :
4037005
Link To Document :
بازگشت