title: Interpretation of the approximate entropy using fixed tolerance values as a measure of amplitude variations in biomedical signals.
abstract: A new method for the quantification of amplitude variations in biomedical signals through moving approximate entropy is presented. Unlike the usual method to calculate the approximate entropy (ApEn), in which the tolerance value (r) varies based on the standard deviation of each moving window, in this work ApEn has been computed using a fixed value of r. We called this method, moving approximate entropy with fixed tolerance values: ApEn(f). The obtained results indicate that ApEn(f) allows determining amplitude variations in biomedical data series. These amplitude variations are better determined when intermediate values of tolerance are used. The study performed in diaphragmatic mechanomyographic signals shows that the ApEn(f) curve is more correlated with the respiratory effort than the standard RMS amplitude parameter. Furthermore, it has been observed that the ApEn(f) parameter is less affected by the existence of impulsive, sinusoidal, constant and Gaussian noises in comparison with the RMS amplitude parameter.
authors.affiliation: Dept. ESAII, Universitat Politècnica de Catalunya, Institut de Bioenginyeria de Catalunya (IBEC), Barcelona, Spain. leonardo.sarlabous@upc.edu
authors.forename: Leonardo
authors.initials: L
authors.lastname: Sarlabous
authors.forename: Abel
authors.initials: A
authors.lastname: Torres
authors.forename: Jose A
authors.initials: JA
authors.lastname: Fiz
authors.forename: J
authors.initials: J
authors.lastname: Gea
authors.forename: J M
authors.initials: JM
authors.lastname: Martinez-Llorens
authors.forename: J
authors.initials: J
authors.lastname: Morera
authors.forename: Raimon
authors.initials: R
authors.lastname: Jane
mesh_terms: D000818:Animals; D003964:Diaphragm / Q000502:physiology; D004285:Dogs; D019277:Entropy; D001239:Inhalation / Q000502:physiology; D009213:Myography / Q000295:instrumentation* / Q000379:methods*; D011312:Pressure; D012815:Signal Processing, Computer-Assisted / Q000295:instrumentation*