• DocumentCode
    2016600
  • Title

    Real-time DWT-based compression for wearable Electrocardiogram monitoring system

  • Author

    Al-Busaidi, Asiya M. ; Khriji, Lazhar ; Touati, Farid ; Rasid, Mohd Fadlee A. ; Ben Mnaouer, Adel

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Sultan Qaboos Univ., Muscat, Oman
  • fYear
    2015
  • fDate
    1-4 Feb. 2015
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Compression of Electrocardiogram signal is important for digital Holters recording, signal archiving, transmission over communication channels and Telemedicine. This paper introduces an effective real-time compression scheme to overcome the limitation of payload size of the transmission channel. This scheme utilizes the Discrete Wavelet Transform (DWT), Bit-Field Preserving (BFP) and Running Length Encoding (RLE) methods which showed efficient compression results. The scheme dynamically checks if the compressed packets fit into the available payload. If not, the original signal will be divided into blocks and each block will be re-compressed again. The dynamic scheme was tested on large and small number of samples. The results show that a small block of 64, 128 or 256 samples will not affect the compression performance and no distortion occurred on the reconstructed signal.
  • Keywords
    biomedical telemetry; body sensor networks; data compression; discrete wavelet transforms; electrocardiography; encoding; medical signal processing; patient monitoring; signal reconstruction; telemedicine; BFP; Bit-Field Preserving; Discrete Wavelet Transform; RLE; Running Length Encoding methods; communication channel; compressed packets; compression performance; digital Holters recording; original signal; payload size; real-time DWT-based compression; real-time compression; signal archiving; signal reconstruction; telemedicine; transmission channel; wearable electrocardiogram monitoring system; Buffer storage; Conferences; Discrete wavelet transforms; Electrocardiography; Encoding; Payloads; ECG Compression; Running Length Encoding (RLE); discrete wavelet transform (DWT); telemedicine;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    GCC Conference and Exhibition (GCCCE), 2015 IEEE 8th
  • Conference_Location
    Muscat
  • Type

    conf

  • DOI
    10.1109/IEEEGCC.2015.7060103
  • Filename
    7060103