Lossy compression of multichannel ECG based on 2-D DCT and pre-processing
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We propose and analyze a novel efficient technique for lossy compression of multichannel ECG records that provides a reasonable trade-off between distortions introduced and compression ratio provided. This technique exploits inter-channel correlation of signals in cardio-complex leads by means of using a 2-D DCT and special operations of data pre-processing that improve compression performance. Real practical examples proving the proposed coder efficiency are presented.
[1] E Rosen. Mobile telemedicine arrives. , 1997, Telemedicine today.
[2] Arnon D. Cohen,et al. ECG signal compression using analysis by synthesis coding , 2000, IEEE Transactions on Biomedical Engineering.
[3] A. Cohen,et al. Compression of multichannel ECG through multichannel long-term prediction , 1998, IEEE Engineering in Medicine and Biology Magazine.