Conference
A Bayesian Approach to Blind Source Recovery
Abstract
This paper presents a Bayesian approach for blind source recovery based on Rao-Blackwellised particle filtering techniques. The proposed state space model uses a time-varying autoregressive (TVAR) model for the sources, and a time-varying finite impulse response (FIR) model for the channel. The observed signals of the SISO, SIMO (Single Input, Multiple Output) or MIMO system are the convolution of the sources with the channels measured in …
Authors
Daly MJ; Reilly JP; Manton JH
Volume
1
Pagination
pp. 989-993
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
January 1, 2004
DOI
10.1109/acssc.2004.1399287
Name of conference
Conference Record of the Thirty-Eighth Asilomar Conference on Signals, Systems and Computers, 2004.