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» Nonlinear Systems: Approximating Reach Sets
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AUTOMATICA
2004
85views more  AUTOMATICA 2004»
15 years 5 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
15 years 9 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...
133
Voted
ISIPTA
2003
IEEE
145views Mathematics» more  ISIPTA 2003»
15 years 10 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»
15 years 4 days 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
163
Voted
ICRA
2010
IEEE
126views Robotics» more  ICRA 2010»
15 years 3 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