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» Advances in moving horizon estimation for nonlinear systems
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CDC
2010
IEEE
210views Control Systems» more  CDC 2010»
12 years 11 months ago
Advances in moving horizon estimation for nonlinear systems
In the past decade, moving horizon estimation (MHE) has emerged as a powerful technique for estimating the state of a dynamical system in the presence of nonlinearities and disturb...
Angelo Alessandri, Marco Baglietto, Giorgio Battis...
CDC
2009
IEEE
127views Control Systems» more  CDC 2009»
13 years 9 months ago
A moving horizon scheme for distributed state estimation
— This paper presents a novel distributed estimation algorithm based on the concept of moving horizon estimation. Under weak observability conditions we prove convergence of the ...
Marcello Farina, Giancarlo Ferrari-Trecate, Riccar...
AUTOMATICA
2010
110views more  AUTOMATICA 2010»
13 years 4 months ago
Moving-horizon partition-based state estimation of large-scale systems
This paper presents three novel Moving Horizon Estimation (MHE) methods for discrete-time partitioned linear systems, i.e. systems decomposed into coupled subsystems with non-over...
Marcello Farina, Giancarlo Ferrari-Trecate, Riccar...
SIAMCO
2010
201views more  SIAMCO 2010»
12 years 11 months ago
Analysis of Unconstrained Nonlinear MPC Schemes with Time Varying Control Horizon
For discrete time nonlinear systems satisfying an exponential or finite time controllability assumption, we present an analytical formula for a suboptimality estimate for model pre...
Lars Grüne, Jürgen Pannek, Martin Seehaf...
ICRA
2010
IEEE
123views Robotics» more  ICRA 2010»
13 years 3 months ago
Robotic motion planning in dynamic, cluttered, uncertain environments
— This paper presents a strategy for planning robot motions in dynamic, cluttered, and uncertain environments. Successful and efficient operation in such environments requires r...
Noel E. Du Toit, Joel W. Burdick