DocumentCode
43204
Title
Sampling Systems With Fractional Delay and PCA Applied to High-Accuracy Measurements
Author
de Barros e Vasconcellos, Renata T. ; de Campos, Marcello L. R.
Author_Institution
Brazilian Nat. Metrol. Inst. (Inmetro), Duque de Caxias, Brazil
Volume
62
Issue
6
fYear
2013
fDate
Jun-13
Firstpage
1407
Lastpage
1412
Abstract
For high-accuracy electrical measurements, sampling errors can contribute significantly to increase the incertitude. The fractional delay (FD) sampling technique is a simple and very efficient technique to reduce sampling errors, improving the measurement accuracy. Here, we combine the FD sampling technique with principal component analysis, applying this technique to high-accuracy ac voltage measurements, more specifically to the harmonic estimation of periodical signals. Theoretical results are backed by simulations and experimental results.
Keywords
delays; harmonics; measurement errors; principal component analysis; signal sampling; voltage measurement; AC voltage measurement; FD sampling technique; PCA; electrical measurement accuracy; fractional delay; harmonic estimation; periodic signal; principal component analysis; sampling error; Correlation; Delay; Discrete Fourier transforms; Harmonic analysis; Matrix decomposition; Principal component analysis; Time series analysis; Electrical metrology; fractional delay (FD); principal component analysis (PCA); sampling systems;
fLanguage
English
Journal_Title
Instrumentation and Measurement, IEEE Transactions on
Publisher
ieee
ISSN
0018-9456
Type
jour
DOI
10.1109/TIM.2013.2239016
Filename
6449394
Link To Document