80 search results - page 2 / 16 » On resampling and uncertainty estimation in Linear System Id... |
JMLR
2008
14 years 9 months ago
2008
The linear model with sparsity-favouring prior on the coefficients has important applications in many different domains. In machine learning, most methods to date search for maxim...
WCE
2007
14 years 10 months ago
2007
The focus of this paper is the problem of recursive estimation for uncertain multisensor linear discrete-time systems. We herein propose a new suboptimal filtering algorithm. The b...
ICASSP
2008
IEEE
15 years 4 months ago
2008
IEEE
In this paper, we investigate the application of compressive sensing and waveform design for estimating linear time-varying system characteristics. Based on the fact that the spre...
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HYBRID
2010
Springer
14 years 11 months ago
2010
Springer
In this paper we study the identifiability of linear switched systems (LSSs ) in discrete-time. The question of identifiability is central to system identification, as it sets the...
AUTOMATICA
2005
14 years 9 months ago
2005
The paper concerns identification of the Wiener system consisting of a linear subsystem followed by a static nonlinearity f (