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CDC
2008
IEEE
122views Control Systems» more  CDC 2008»
14 years 1 days ago
Geometrical conditions for output depending observability normal form
— We give geometrical conditions, which guarantee the existence of a diffeomorphism in order to transform a nonlinear system without inputs into a canonical normal form depending...
Gang Zheng, Driss Boutat, Jean-Pierre Barbot
CSDA
2008
122views more  CSDA 2008»
13 years 5 months ago
Bayesian inference for nonlinear multivariate diffusion models observed with error
Diffusion processes governed by stochastic differential equations (SDEs) are a well established tool for modelling continuous time data from a wide range of areas. Consequently, t...
Andrew Golightly, Darren J. Wilkinson
CDC
2010
IEEE
123views Control Systems» more  CDC 2010»
13 years 17 days ago
Causal observability of nonlinear time-delay systems with unknown inputs
This paper investigates the problem of causal observability of the states and unknown inputs of nonlinear time-delay systems. Using the theory of non-commutative rings, the nonline...
Gang Zheng, Jean-Pierre Barbot, Driss Boutat, Thie...
ICASSP
2011
IEEE
12 years 9 months ago
On selecting the hyperparameters of the DPM models for the density estimation of observation errors
The Dirichlet Process Mixture (DPM) models represent an attractive approach to modeling latent distributions parametrically. In DPM models the Dirichlet process (DP) is applied es...
Asma Rabaoui, Nicolas Viandier, Juliette Marais, E...
SCL
2008
113views more  SCL 2008»
13 years 5 months ago
Modular design of nonlinear observers for state and disturbance estimation
This work studies the problem of design of nonlinear observers in the presence of exogenous disturbances. In particular, the present work proposes a systematic design method for no...
Costas Kravaris, Georgios Savoglidis