Journal article icon

Journal article

Perfect sampling for the wavelet reconstruction of signals

Abstract:

The coupling from the past (CFTP) procedure is a protocol for finite-state Markov chain Monte Carlo (MCMC) methods whereby the algorithm itself can determine the necessary runtime to convergence. In this paper, we demonstrate how this protocol can be applied to the problem of signal reconstruction using Bayesian wavelet analysis where the dimensionality of the wavelet basis set is unknown, and the observations are distorted by Gaussian white noise of unknown variance. MCMC simulation is used ...

Expand abstract
Publication status:
Published

Actions


Access Document


Publisher copy:
10.1109/78.978388

Authors


Journal:
IEEE TRANSACTIONS ON SIGNAL PROCESSING
Volume:
50
Issue:
2
Pages:
337-344
Publication date:
2002-02-05
DOI:
ISSN:
1053-587X
URN:
uuid:7b7e2911-0111-4e42-b593-d806040d812d
Source identifiers:
116021
Local pid:
pubs:116021

Terms of use


Metrics


Views and Downloads






If you are the owner of this record, you can report an update to it here: Report update to this record

TO TOP