TY - GEN
T1 - Performance assessment of HHT marginal spectrum based on resolution measure
AU - Yuan, Ye
AU - Mei, Wen Bo
AU - Wu, Si Liang
AU - Yuan, Qi
PY - 2008
Y1 - 2008
N2 - This paper addresses the performance assessment of the marginal spectrum in Hilbert-Huang transform (HHT). We define a measure for assessing the resolution performance difference between HHT marginal spectrum and Fourier frequency spectrum instead of relying on visual inspection of its plot. The measure employs the key characteristics of spectrum, such as relative bandwidth for energy concentration measure about the signal frequency in the case of a single-tone signal, and the minimum frequency difference of two components for separation measure in the case of a composite two-tones signal. Numerical experiments show that the HHT marginal spectrum can increase not only the concentration the HHT marginal spectrum attains about the frequency components but the separation as well.
AB - This paper addresses the performance assessment of the marginal spectrum in Hilbert-Huang transform (HHT). We define a measure for assessing the resolution performance difference between HHT marginal spectrum and Fourier frequency spectrum instead of relying on visual inspection of its plot. The measure employs the key characteristics of spectrum, such as relative bandwidth for energy concentration measure about the signal frequency in the case of a single-tone signal, and the minimum frequency difference of two components for separation measure in the case of a composite two-tones signal. Numerical experiments show that the HHT marginal spectrum can increase not only the concentration the HHT marginal spectrum attains about the frequency components but the separation as well.
UR - https://www.scopus.com/pages/publications/51849122001
U2 - 10.1109/CISP.2008.51
DO - 10.1109/CISP.2008.51
M3 - Conference contribution
AN - SCOPUS:51849122001
SN - 9780769531199
T3 - Proceedings - 1st International Congress on Image and Signal Processing, CISP 2008
SP - 291
EP - 294
BT - Proceedings - 1st International Congress on Image and Signal Processing, CISP 2008
T2 - 1st International Congress on Image and Signal Processing, CISP 2008
Y2 - 27 May 2008 through 30 May 2008
ER -