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

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.

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Document Details

Document Type
Technical Report
Publication Date
Oct 25, 2001
Accession Number
ADA411845

Entities

People

  • A. Charef
  • J. P. Herbeuval
  • Y. Ferdi

Tags

DTIC Thesaurus Topics

  • Algorithms
  • Coefficients
  • Compression
  • Computations
  • Data Compression
  • Digital Filters
  • Electronic Mail
  • Engineering
  • Estimators
  • Frequency
  • Noise
  • Residuals
  • Sampling
  • Signal Processing
  • Statistical Algorithms
  • Transfer Functions
  • White Noise

Fields of Study

  • Engineering

Readers

  • Brain and Cognitive Science; Experimental Psychology; Cognitive Neuroscience
  • Radio communications and signal processing.
  • Regression Analysis.