Title :
Identification of a harmonic signal in the presence of additive noise, an unknown time base distortion, and an averaging effect
Author :
Beelaerts, Veerle ; De Ridder, Fjo ; Schmitz, Nele ; Bauwens, Maite ; Pintelon, Rik
Author_Institution :
Dept. of Electr. & Instrum., Vrije Univ. Brussel, Brussels
Abstract :
When environmental archives are sampled, its measured values are on a distance grid. However, in order to compare different data records, a time grid is needed. Distance-time relationships are non-linear, because the accretion rate of these archives depends on environmental factors. In environmental archives samples are taken over a volume in distance, rather than over a point in distance. This implies that the sample-values will be averaged over the volume of the sample. In this paper a method is proposed, which identifies the non-linearities in the time-distance relationship and corrects for the averaging effects. In order to assess the influence of the noise on the actual parameter values a Monte Carlo simulation was performed.
Keywords :
Monte Carlo methods; harmonic distortion; signal processing; Monte Carlo simulation; additive noise; averaging effect; distance grid; distance-time relationships; environmental factors; harmonic signal identification; time-distance relationship; unknown time base distortion; Additive noise; Conference management; Energy management; Environmental factors; Environmental management; Harmonic distortion; Instrumentation and measurement; Instruments; Signal processing; Solids; averaging; signal processing; time base distortion;
Conference_Titel :
Instrumentation and Measurement Technology Conference Proceedings, 2008. IMTC 2008. IEEE
Conference_Location :
Victoria, BC
Print_ISBN :
978-1-4244-1540-3
Electronic_ISBN :
1091-5281
DOI :
10.1109/IMTC.2008.4547094