Bandpass Empirical Mode Decomposition Using a Rolling Ball Algorithm
2015 ◽
Vol 07
(01n02)
◽
pp. 1550003
◽
Keyword(s):
We propose using a rolling ball algorithm, which moves a ball along a time series signal, to sort the local extrema within a signal according to a geometric tangibility criterion. Letting the ball always roll above or below the signal, we are able to classify the signal’s extrema according to their tangibility: touched or not touched by the ball. Applying this ball-tangibility information to select an extremum in the empirical mode decomposition (EMD) algorithm, we are able to prevent the mode mixing problem in analyzing intermittent signals and decompose mode functions satisfying bandpass filtering properties.
2017 ◽
Vol 09
(02)
◽
pp. 1750004
◽
2016 ◽
Vol 53
(2)
◽
pp. 1
◽
2020 ◽
Vol 9
(3)
◽
pp. 461-466
2009 ◽
Vol 01
(02)
◽
pp. 231-242
◽
A fast online bandwidth empirical mode decomposition scheme for avoidance of the mode mixing problem
2017 ◽
Vol 232
(20)
◽
pp. 3652-3674
◽
2019 ◽
Vol 91
(4)
◽
pp. 582-600
Keyword(s):