TY - JOUR
T1 - Diffusive representation of N-th order fractional brownian motion
AU - Sembiring, Jaka
AU - Soemintapoera, Kudrat
AU - Kobayashi, Tetsunori
AU - Akizuki, Kageo
N1 - Publisher Copyright:
© 2003 International Federation of Automatic Control.
PY - 2003
Y1 - 2003
N2 - This paper describes an effort to give a different representation of a newly Introduced n-th order fractional Brownian motion (n-fBm). The new representation is called diffusive representation which has been successfully applied to the 1/fα fractional noise. Thus this paper generalizes such representation to cover also n-fBm which is an extension to the ordinary fBm, due to the fact that the spectral properties of n-fBm cover larger range of parameter α. Different from 1/fα case, the solution involves finite part concept of theory of distribution. The advantage of the proposed method on synthesizing sample of n-fBm is presented.
AB - This paper describes an effort to give a different representation of a newly Introduced n-th order fractional Brownian motion (n-fBm). The new representation is called diffusive representation which has been successfully applied to the 1/fα fractional noise. Thus this paper generalizes such representation to cover also n-fBm which is an extension to the ordinary fBm, due to the fact that the spectral properties of n-fBm cover larger range of parameter α. Different from 1/fα case, the solution involves finite part concept of theory of distribution. The advantage of the proposed method on synthesizing sample of n-fBm is presented.
KW - Brownian motion
KW - Gaussian processes
KW - Signal processing
KW - Stochastic systems
UR - http://www.scopus.com/inward/record.url?scp=84867056251&partnerID=8YFLogxK
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U2 - 10.1016/S1474-6670(17)34759-6
DO - 10.1016/S1474-6670(17)34759-6
M3 - Conference article
AN - SCOPUS:84867056251
SN - 1474-6670
VL - 36
SP - 181
EP - 185
JO - IFAC Proceedings Volumes (IFAC-PapersOnline)
JF - IFAC Proceedings Volumes (IFAC-PapersOnline)
IS - 16
T2 - 13th IFAC Symposium on System Identification, SYSID 2003
Y2 - 27 August 2003 through 29 August 2003
ER -