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
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;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2013.2239016