• DocumentCode
    1580167
  • Title

    A Wearable Intelligent System for the Health of Expectant Mom´s and of Their Children

  • Author

    Danese, Giovanni ; Leporati, Francesco ; Majani, Alessandra ; Matrone, Giulia ; Merlino, Enrico

  • Author_Institution
    Dip. di Inf. e Sist., Univ. of Pavia, Pavia, Italy
  • fYear
    2011
  • Firstpage
    757
  • Lastpage
    763
  • Abstract
    In this paper, we present the implementation of the Infomax algorithm on a computing unit featuring a typical embedded processor of the ARM family and a second partial execution on a custom CPU developed through the FPGA technology. The computational unit will be the "core" of an instrument which aims at allowing the pregnant mothers a real time monitoring of her and the fetus health state. The Infomax algorithm belongs to the Independent Component Analysis family and serves to separate the fetal ECG from the mother\´s one. Also the evaluation of the wide literature and the corresponding debate is illustrated together with the motivations for the choice. In terms of performance, both the implementations are suitable for the project\´s goal, but the FPGA overcomes the ARM processor (on a reduced portion of the algorithm) by an order of magnitude.
  • Keywords
    electrocardiography; field programmable gate arrays; independent component analysis; medical signal processing; patient monitoring; ARM processor; CPU; FPGA technology; Infomax algorithm; children health; embedded processor; expectant mom health; fetal ECG; fetus health state monitoring; independent component analysis; real time monitoring; second partial execution; wearable intelligent system; Algorithm design and analysis; Approximation methods; Biomedical monitoring; Electrocardiography; Fetal heart rate; Instruments; Real time systems; ARM processors; Biomedical Instrumentation; Embedded systems; FPGA;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital System Design (DSD), 2011 14th Euromicro Conference on
  • Conference_Location
    Oulu
  • Print_ISBN
    978-1-4577-1048-3
  • Type

    conf

  • DOI
    10.1109/DSD.2011.100
  • Filename
    6037484