Title :
Analysis of the Exponential Signal by the Interpolated DFT Algorithm
Author :
Wu, Rong-Ching ; Chiang, Ching-Tai
Author_Institution :
Dept. of Electr. Eng., I-Shou Univ., Kaohsiung, Taiwan
Abstract :
In this paper, exponential signals in the frequency domain are accurately analyzed by an algorithm, and the peaks of the discrete Fourier transform (DFT) result are adopted to obtain parameters that include amplitudes, frequencies, dampings, and phases. There are two steps for this algorithm: interpolated DFT and leakage elimination. Interpolated DFT refers to the three neighboring spectral lines at the peak of each mode used to calculate an approximate result, with the purpose of leakage elimination being to eliminate the influence of leakage on these data. After some iteration, this algorithm will obtain accurate parameters of the exponential components that are derived from their DFT results. The comparison of different algorithms is also discussed in this paper.
Keywords :
discrete Fourier transforms; electrical faults; signal processing; discrete Fourier transform; exponential signal; interpolated DFT algorithm; leakage elimination; spectral lines; Algorithm design and analysis; Amplitude estimation; Damping; Discrete Fourier transforms; Frequency domain analysis; Frequency estimation; Phase estimation; Transient analysis; Amplitude estimation; discrete Fourier transform (DFT); frequency estimation; frequency-domain analysis; multivariable functions; parameter estimation; phase estimation; rotating-machine transient analysis;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2010.2047301