Comparison between legendre moments and DCT in ECG compression

Ban Hoe Kwan; Raveendran Paramesran

Comparison between legendre moments and DCT in ECG compression

Ban Hoe Kwan, Raveendran Paramesran

Research output: Contribution to conference › Paper › peer-review

Abstract

In this paper, a comparison is made between two techniques used in ECG (Electrocardiogram) compression. These two techniques are Legendre moments that based on orthogonal polynomials and DCT (Discrete Cosine Transform), one of the common used techniques in ECG compression. With sampling rate of 256 Hz and compression ratio 5:1, experimental results show that the reconstructed signals obtained by using Legendre moments has lower error than by using DCT. Besides that, compression using Legendre moments can filter out the noise in the original signals. The error between the original ECG signals and reconstructed ECG signals is measured using RMSE (Root Mean Square Error).

Original language	English
Pages	A167-A170
Number of pages	4
Publication status	Published - 2004
Externally published	Yes
Event	IEEE Tencon (IEEE Region 10 Conference) 2004 - Chiang Mai, Thailand Duration: 21 Nov 2004 → 24 Nov 2004 https://catalog.hathitrust.org/Record/010538747 https://ieeexplore.ieee.org/xpl/conhome/9709/proceeding?isnumber=30646 (Proceedings)

Conference

Conference	IEEE Tencon (IEEE Region 10 Conference) 2004
Abbreviated title	TENCON 2004
Country/Territory	Thailand
City	Chiang Mai
Period	21/11/04 → 24/11/04
Internet address	https://catalog.hathitrust.org/Record/010538747 https://ieeexplore.ieee.org/xpl/conhome/9709/proceeding?isnumber=30646 (Proceedings)

Cite this

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title = "Comparison between legendre moments and DCT in ECG compression",

abstract = "In this paper, a comparison is made between two techniques used in ECG (Electrocardiogram) compression. These two techniques are Legendre moments that based on orthogonal polynomials and DCT (Discrete Cosine Transform), one of the common used techniques in ECG compression. With sampling rate of 256 Hz and compression ratio 5:1, experimental results show that the reconstructed signals obtained by using Legendre moments has lower error than by using DCT. Besides that, compression using Legendre moments can filter out the noise in the original signals. The error between the original ECG signals and reconstructed ECG signals is measured using RMSE (Root Mean Square Error).",

author = "Kwan, \{Ban Hoe\} and Raveendran Paramesran",

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AU - Kwan, Ban Hoe

AU - Paramesran, Raveendran

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AB - In this paper, a comparison is made between two techniques used in ECG (Electrocardiogram) compression. These two techniques are Legendre moments that based on orthogonal polynomials and DCT (Discrete Cosine Transform), one of the common used techniques in ECG compression. With sampling rate of 256 Hz and compression ratio 5:1, experimental results show that the reconstructed signals obtained by using Legendre moments has lower error than by using DCT. Besides that, compression using Legendre moments can filter out the noise in the original signals. The error between the original ECG signals and reconstructed ECG signals is measured using RMSE (Root Mean Square Error).

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T2 - IEEE Tencon (IEEE Region 10 Conference) 2004

Y2 - 21 November 2004 through 24 November 2004

ER -

Comparison between legendre moments and DCT in ECG compression

Abstract

Conference

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