• DocumentCode
    589742
  • Title

    Compression of magnetocardiograms using the Discrete Wavelet Transform

  • Author

    Arvinti, B. ; Costache, M. ; Stolz, Ronny

  • Author_Institution
    Dept. of Phys. Foundations of Eng., Politeh. Univ. of Timisoara, Timisoara, Romania
  • fYear
    2012
  • fDate
    15-16 Nov. 2012
  • Firstpage
    247
  • Lastpage
    250
  • Abstract
    The paper presents a compression algorithm based on wavelets applied to magnetocardiograms (MCG). MCGs are a newly developed tool for diagnosis of heart diseases, which enable recording of data using sensitive contactless transducers based on Superconductive Interference Devices (SQUID). The acquisition system presented has been developed at the Institute of Photonic Technology (IPHT) in Jena, Germany and several processing techniques based on wavelets have been tested. Wireless technology allows nowadays a remote monitoring of data, and compression techniques have to be developed to enable the storage and handling of a significant quantity of data. A compression technique based on the Discrete Wavelet Transform has been proposed, optimized and its performance evaluated. The method takes into consideration parameters of the input MCG, being thus adaptive. The influence of several features of the algorithm, like mother wavelets, number of vanishing moments, number of decomposition levels, are tested so as to optimize the performances. Results are provided for comparison with other results reported in literature.
  • Keywords
    SQUID magnetometry; data compression; discrete wavelet transforms; diseases; magnetocardiography; medical signal processing; wireless sensor networks; SQUID; compression algorithm; data handling; data storage; decomposition levels; discrete wavelet transform; heart diseases; magnetocardiograms; mother wavelets; sensitive contactless transducers; superconductive interference devices; vanishing moments; wireless technology; Compression algorithms; Discrete wavelet transforms; Electrocardiography; Magnetic recording; Superconducting magnets; compression; magnetocardiograms; wavelets;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics and Telecommunications (ISETC), 2012 10th International Symposium on
  • Conference_Location
    Timisoara
  • Print_ISBN
    978-1-4673-1177-9
  • Type

    conf

  • DOI
    10.1109/ISETC.2012.6408055
  • Filename
    6408055