• DocumentCode
    1551370
  • Title

    Designing better adaptive sampling algorithms for ECG Holter systems

  • Author

    Tai, S.-C. ; Chang, C.W. ; Chen, C.F.

  • Author_Institution
    Inst. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
  • Volume
    44
  • Issue
    9
  • fYear
    1997
  • Firstpage
    901
  • Lastpage
    903
  • Abstract
    Let Ψ be any adaptive sampling algorithm that can run in real time on a tapeless multichannel electrocardiogram (ECG) Holter system. Simple methods which can significantly improve Ψ´s fidelity are described and their results are compared in this paper. It is shown that by adding some simple tests to Ψ, the signals reconstructed by Ψ can be improved as much as 5.45 dB. It is also shown that under the same data rate, a good data compressor with slowly sampled input ECG is preferable to a bad data compressor with highly sampled input ECG.
  • Keywords
    adaptive signal processing; algorithm theory; electrocardiography; medical signal processing; ECG Holter systems; better adaptive sampling algorithms design; data compressor; data rate; electrodiagnostics; highly sampled input ECG; real time algorithm; reconstructed signals; tapeless multichannel electrocardiogram Holter system; Algorithm design and analysis; Batteries; Clinical diagnosis; Computerized monitoring; Data compression; Electrocardiography; Energy consumption; Real time systems; Sampling methods; Testing; Algorithms; Electrocardiography, Ambulatory; Signal Processing, Computer-Assisted;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/10.623059
  • Filename
    623059