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Lossless real-time signal encoding for two-channel signals: A case study on ECG
Jozef Kromka, Ondrej Kovac, Jan Saliga
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Abstract:This paper introduces a new encoding algorithm for the lossless, fast, and memory-efficient compression of two-channel signals. The proposed algorithm was evaluated using Electrocardiogram (ECG) signals. The results indicate that it can effectively compress ECG signals with a favorable compression ratio (CR), without relying on complex predictors, dictionaries, detectors, or additional encoding methods. By employing this method, an average CR of 1.98 was achieved, with a minimum CR of 1.54 and a maximum CR of 2.36. Moreover, it is assumed that the algorithm has the potential to enhance the achieved compression in Compressed Sensing (CS) systems.
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Keywords:realtime, signal encoding, ECG
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Download:
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DOI:tc4-2023.06
Event details:
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IMEKO TC:TC4
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Event name:TC4 Symposium 2023
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Title:
26th IMEKO TC4 Symposium and 24th International Workshop on ADC and DAC Modelling and Testing (IWADC)
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Place:Pordenone, ITALY
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Time:20 September 2023 - 21 September 2023