Madhukar, Budagavi and Patnaik, LM and Murthy, ISN (2011) Improved parametric models and DPCM techniques for EGG data compiression. In: 1992 14th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Oct. 29 1992-Nov. 1 1992, Paris, France.
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This paper presents a novel algorithm for compression of single lead Electrocardiogram (ECG) signals. The method is based on Pole-Zero modelling of the Discrete Cosine Transformed (DCT) signal. An extension is proposed to the well known Steiglitz-Hcbride algorithm, to model the higher frequency components of the input signal more accurately. This is achieved by weighting the error function minimized by the algorithm to estimate the model parameters. The data compression achieved by the parametric model is further enhanced by Differential Pulse Code Modulation (DPCM) of the model parameters. The method accomplishes a compression ratio in the range of 1:20 to 1:40, which far exceeds those achieved by most of the current methods.
|Item Type:||Conference Paper|
|Additional Information:||Copyright 2011 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.|
|Department/Centre:||Division of Electrical Sciences > Computer Science & Automation (Formerly, School of Automation)
Division of Electrical Sciences > Electrical Engineering
|Date Deposited:||23 Dec 2011 05:30|
|Last Modified:||23 Dec 2011 05:30|
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