• 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