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» Nonlinear Systems: Approximating Reach Sets
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AUTOMATICA
2004
85views more  AUTOMATICA 2004»
13 years 10 months ago
Non-regular feedback linearization of nonlinear systems via a normal form algorithm
In this paper, the problem of non-regular static state feedback linearization of a ne nonlinear systems is considered. First of all, a new canonical form for non-regular feedback ...
Daizhan Cheng, Xiaoming Hu, Yuzhen Wang
HYBRID
2007
Springer
14 years 2 months ago
Qualitative Analysis of Nonlinear Biochemical Networks with Piecewise-Affine Functions
Abstract. Nonlinearities and the lack of accurate quantitative information considerably hamper modeling and system analysis of biochemical networks. Here we propose a procedure for...
M. W. J. M. Musters, Hidde de Jong, P. P. J. van d...
ISIPTA
2003
IEEE
145views Mathematics» more  ISIPTA 2003»
14 years 4 months ago
An Extended Set-valued Kalman Filter
Set-valued estimation offers a way to account for imprecise knowledge of the prior distribution of a Bayesian statistical inference problem. The set-valued Kalman filter, which p...
Darryl Morrell, Wynn C. Stirling
JMLR
2010
103views more  JMLR 2010»
13 years 5 months ago
Learning Nonlinear Dynamic Models from Non-sequenced Data
Virtually all methods of learning dynamic systems from data start from the same basic assumption: the learning algorithm will be given a sequence of data generated from the dynami...
Tzu-Kuo Huang, Le Song, Jeff Schneider
ICRA
2010
IEEE
126views Robotics» more  ICRA 2010»
13 years 9 months ago
Simulation-based LQR-trees with input and state constraints
— We present an algorithm that probabilistically covers a bounded region of the state space of a nonlinear system with a sparse tree of feedback stabilized trajectories leading t...
Philipp Reist, Russ Tedrake