American Journal of Computational Mathematics

Volume 3, Issue 3 (September 2013)

ISSN Print: 2161-1203   ISSN Online: 2161-1211

Google-based Impact Factor: 0.42  Citations  

Enhanced Frequency Resolution in Data Analysis

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DOI: 10.4236/ajcm.2013.33034    6,095 Downloads   8,303 Views  Citations

ABSTRACT

We present a numerical study of the resolution power of Padé Approximations to the Z-transform, compared to the Fourier transform. As signals are represented as isolated poles of the Padé Approximant to the Z-transform, resolution depends on the relative position of signal poles in the complex plane i.e. not only the difference in frequency (separation in angular position) but also the difference in the decay constant (separation in radial position) contributes to the resolution. The frequency resolution increase reported by other authors is therefore an upper limit: in the case of signals with different decay rates frequency resolution can be further increased.

Share and Cite:

Perotti, L. , Vrinceanu, D. and Bessis, D. (2013) Enhanced Frequency Resolution in Data Analysis. American Journal of Computational Mathematics, 3, 242-251. doi: 10.4236/ajcm.2013.33034.

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