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AUTOMATICA
2010
99views more  AUTOMATICA 2010»
13 years 5 months ago
Two nonlinear optimization methods for black box identification compared
: In this paper, two nonlinear optimization methods for the identification of nonlinear systems are compared. Both methods estimate all the parameters of a polynomial nonlinear sta...
Anne Van Mulders, Johan Schoukens, Marnix Volckaer...
AUTOMATICA
2005
94views more  AUTOMATICA 2005»
13 years 5 months ago
Algorithms for deterministic balanced subspace identification
New algorithms for identification of a balanced state space representation are proposed. They are based on a procedure for the estimation of impulse response and sequential zero i...
Ivan Markovsky, Jan C. Willems, Paolo Rapisarda, B...
SAS
2009
Springer
212views Formal Methods» more  SAS 2009»
14 years 6 months ago
The Causal Graph Revisited for Directed Model Checking
Directed model checking is a well-established technique to tackle the state explosion problem when the aim is to find error states in large systems. In this approach, the state spa...
Martin Wehrle, Malte Helmert
CDC
2008
IEEE
171views Control Systems» more  CDC 2008»
13 years 7 months ago
Subspace IDentification of MIMO LPV systems: The PBSID approach
In this paper we present a novel algorithm to identify LPV systems with affine parameter dependence operating under open and closed-loop conditions. A factorization is introduced w...
Jan-Willem van Wingerden, Michel Verhaegen
ECML
2006
Springer
13 years 9 months ago
Deconvolutive Clustering of Markov States
In this paper we formulate the problem of grouping the states of a discrete Markov chain of arbitrary order simultaneously with deconvolving its transition probabilities. As the na...
Ata Kabán, Xin Wang