Multiwavelet-based ECG compressed sensing with samples difference thresholding |
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| 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.
- Download:
- IMEKO-TC4-2022-40.pdf
- DOI:
- 10.21014/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