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Multiwavelet-based ECG compressed sensing with samples difference thresholding

Jozef Kromka, Ondrej Kovac, Jan Saliga, Linus Michaeli
  • Abstract:
    This paper introduces a novel Multiwaveletbased hybrid method of Compressed sensing (CS). A case study of CS and reconstruction of Electro Cardio Diagram (ECG) signals with the presented method was performed. For ECG signals the proposed method does not require a wave position detector and can reconstruct the signal with minimal DC offset error. The method is completely patient-agnostic and does not require prior patient-specific information as well. The proposed method was evaluated using the MIT-BIT database. The obtained results show a good reconstruction quality while keeping a high compression ratio.
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  • DOI:
    tc4-2022.40

Event details:

  • IMEKO TC:
    TC4
  • Event name:
    TC4 Symposium 2022
  • Title:

    25th IMEKO TC4 Symposium and 23nd International Workshop on ADC and DAC Modelling and Testing (IWADC)

  • Place:
    Brescia, ITALY
  • Time:
    12 September 2022 - 14 September 2022