A PREDICTIVE MEDIAN THRESHOLD FILTER WITH ROBUST PREDICTION ESTIMATION

Citation
H. Jokinen et al., A PREDICTIVE MEDIAN THRESHOLD FILTER WITH ROBUST PREDICTION ESTIMATION, Signal processing, 58(1), 1997, pp. 1-9
Citations number
16
Categorie Soggetti
Engineering, Eletrical & Electronic
Journal title
ISSN journal
01651684
Volume
58
Issue
1
Year of publication
1997
Pages
1 - 9
Database
ISI
SICI code
0165-1684(1997)58:1<1:APMTFW>2.0.ZU;2-N
Abstract
Measurement signal preprocessing consists of several techniques for da ta preanalysis and modification. The removal of erroneous samples is o ne of these tasks. This paper presents a predictive median threshold f ilter with robust prediction estimation. The filter can be applied to the elimination of impulsive disturbances of short duration. The main demand for this kind of filter is that the elimination of a disturbanc e must not distort the signal in the time domain outside the erroneous region. The filter structure and some results of tests illustrating t he performance of the filter in both the time and the frequency domain are presented. The results show that the new filter structure is less sensitive to changing properties of disturbances than the correspondi ng former filter structure. This means that the values for the filter parameters are easy to select and that the filter can be applied to su ppress high-amplitude disturbances with great reliability. (C) 1997 El sevier Science B.V.