Title :
Variance reduction of prediction error using fractional digital differentiation: application to ECG signal processing
Author :
Ferdi, Y. ; Herbeuval, J.P. ; Charef, A.
Author_Institution :
Centre universitaire de Skikda, Algeria
Abstract :
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.
Keywords :
differentiation; electrocardiography; errors; medical signal processing; ECG signal processing; electrodiagnostics; fractional digital differentiation; negative order; prediction error variance reduction; residual signal sample; signals correlation; Autocorrelation; Digital filters; Digital signal processing; Electrocardiography; Error correction; Frequency; Mathematics; Sampling methods; Transfer functions; White noise;
Conference_Titel :
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
Print_ISBN :
0-7803-7211-5
DOI :
10.1109/IEMBS.2001.1017200