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MRA of processes synthesized by differintegration

DSpace at IIT Bombay

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Title MRA of processes synthesized by differintegration
 
Creator DABEER, OJ
DESAI, UB
 
Description In this paper a definition of multiresoltuion analysis (MRA) of Gaussian processes is proposed. The problem, in a natural way, reduces to the MRA of the associated reproducing kernel Hilbert space. We then show that for processes synthesized from Gaussian white process by fractional integration of order alpha greater than or equal to 1, this definition is applicable. The MRA results in an orthogonal expansion of these processes. The region of interest is the positive real line. Using this representation then a decomposition of a wider class of Gaussian processes is given. This representation is multiscale in two ways : firstly, the Gaussian process is split into various component processes characterized by the smoothness of their sample paths and secondly, each of these component processes has a MRA as defined in this paper.
 
Publisher IEEE
 
Date 2011-10-27T22:29:59Z
2011-12-15T09:12:49Z
2011-10-27T22:29:59Z
2011-12-15T09:12:49Z
1998
 
Type Proceedings Paper
 
Identifier PROCEEDINGS OF THE 1998 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-6,2393-2396
0-7803-4428-6
1520-6149
http://dspace.library.iitb.ac.in/xmlui/handle/10054/16435
http://hdl.handle.net/100/2922
 
Source IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 98),SEATTLE, WA,MAY 12-15, 1998
 
Language English