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Variance Reduction of Prediction Error Using Fractional Digital Differentiation: Application to ECG Signal Processing.

机译：分数数字微分预测误差的方差减少：在心电信号处理中的应用。

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摘要

This paper presents a prediction error variance reduction procedure based on fractional digital differentiation with negative order. This reduction is achieved by increasing correlation in the signals. Applications to ECG signals show that savings of more than one bit per residual signal sample can be attained.

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作者
Ferdi, Y.; Herbeuval, J. P.; Charef, A.;
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年度 2001
页码 1-5
总页数 5
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Signal processing; Derivatives(Mathematics); Algeria; Symposia; France; Electrocardiography; Foreign reports; Proceedings;

机译：信号处理;衍生物（数学）;阿尔及利亚;专题讨论会;法国;心电图;外国报道;会议录;

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专利

1. Digital Elliptic Filter Application For Noise Reduction In ECG Signal [J] . MAHESH S. CHAVAN, RA. AGARWALA, M. D. UPLANE WSEAS Transactions on Electronics . 2006,第1期

机译：数字椭圆滤波器在ECG信号降噪中的应用
2. Ultra-low voltage fractional-order differentiator and integrator topologies: an application for handling noisy ECGs [J] . Georgia Tsirimokou, Costas Psychalinos Analog Integrated Circuits and Signal Processing . 2014,第2期

机译：超低压分数阶微分器和积分器拓扑：用于处理嘈杂的ECG的应用
3. Detection of PVC in ECG signals using fractional linear prediction [J] . Talbi Mohamed Lamine, Ravier Philippe Biomedical signal processing and control . 2016,第Jana期

机译：使用分数线性预测检测ECG信号中的PVC
4. Variance reduction of prediction error using fractional digital differentiation: application to ECG signal processing [C] . Y. Ferdi, J. P. Herbeuval, A. Charef Annual International Conference of the IEEE Engineering in Medicine and Biology Society . 2001

机译：使用分数数字分化的预测误差的差异减少：在ECG信号处理中的应用
5. Analysis of ECG signals and its application in prediction of sudden cardiac death. [D] . Gopalan, Varun. 2009

机译：心电图信号分析及其在心源性猝死预测中的应用。
6. Estimation of prediction error variances via Monte Carlo sampling methods using different formulations of the prediction error variance [O] . John M Hickey, Roel F Veerkamp, Mario PL Calus, 2009

机译：通过蒙特卡洛采样方法使用预测误差方差的不同公式来估计预测误差方差
7. Estimation of prediction error variances via Monte Carlo sampling methods using different formulations of the prediction error variance [O] . Hickey, J.M., Veerkamp, R.F., Calus, M.P.L., 2009

机译：通过蒙特卡洛采样方法使用预测误差方差的不同公式来估计预测误差方差

Variance Reduction of Prediction Error Using Fractional Digital Differentiation: Application to ECG Signal Processing.

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