• DocumentCode
    1384911
  • Title

    Optimal zonal wavelet-based ECG data compression for a mobile telecardiology system

  • Author

    Istepanian, Robert S H ; Petrosian, Arthur A.

  • Author_Institution
    Dept. of Electron. & Comput. Eng., Brunel Univ., Uxbridge, UK
  • Volume
    4
  • Issue
    3
  • fYear
    2000
  • Firstpage
    200
  • Lastpage
    211
  • Abstract
    A new integrated design approach for an optimal zonal wavelet-based ECG data compression (OZWC) method for a mobile telecardiology model is presented. The hybrid implementation issues of this wavelet method with a GSM-based mobile telecardiology system are also introduced. The performance of the mobile system with compressed ECG data segments selected from the MIT-BIH arrhythmia database is evaluated in terms of bit error rate (BER), percent rms difference (PRD), and visual clinical inspection. The compression performance analysis of the OZWC is compared with another wavelet-based (Discrete Symmetric Wavelet Compression) approach. The optimal wavelet algorithm achieved a maximum compression ratio of 18:1 with low PRD ratios. The mobile telemedical simulation results show the successful compressed ECG transmission at speeds of 100 (km/h) with BER rates of less than 10/sup -15/, providing a 73% reduction in total mobile transmission time with clinically acceptable reconstruction of the received signals. This approach will provide a framework for the design and functionality issues of GSM-based wireless telemedicine systems with wavelet compression techniques and their future integration for the next generation of mobile telecardiology systems.
  • Keywords
    data compression; electrocardiography; medical signal processing; telemedicine; wavelet transforms; GSM-based wireless telemedicine systems; MIT-BIH arrhythmia database; bit error rate; clinically acceptable reconstruction; compressed ECG data segments; mobile telecardiology model; mobile telecardiology system; percent rms difference; visual clinical inspection; wavelet compression techniques; zonal wavelet-based ECG data compression; Bit error rate; Communication standards; Data compression; Discrete wavelet transforms; Electrocardiography; GSM; Medical services; Monitoring; Telemedicine; Wavelet analysis; Cardiology; Data Interpretation, Statistical; Electrocardiography; Humans; Signal Processing, Computer-Assisted; Telemedicine;
  • fLanguage
    English
  • Journal_Title
    Information Technology in Biomedicine, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1089-7771
  • Type

    jour

  • DOI
    10.1109/4233.870030
  • Filename
    870030