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AUTOMATICA
2010
171views more  AUTOMATICA 2010»
13 years 7 months ago
An adaptive high-gain observer for nonlinear systems
The main contribution of this paper is to provide a solution to the noise sensitivity of high-gain observers. We propose a nonlinear observer that possesses simultaneously the pro...
Nicolas Boizot, Eric Busvelle, Jean-Paul Gauthier
IJCAI
2007
13 years 9 months ago
The Value of Observation for Monitoring Dynamic Systems
We consider the fundamental problem of monitoring (i.e. tracking) the belief state in a dynamic system, when the model is only approximately correct and when the initial belief st...
Eyal Even-Dar, Sham M. Kakade, Yishay Mansour
CDC
2008
IEEE
14 years 2 months ago
Controllability and observability of leader-based multi-agent systems
— In this work we analyze the controllability and observability properties of several interconnection configurations such as the chain topology and cyclic topology as well as co...
Rogelio Lozano, Mark W. Spong, Jose Alfredo Guerre...
CDC
2009
IEEE
119views Control Systems» more  CDC 2009»
14 years 6 days ago
On observer based stabilization of networked systems
— Stabilizability of linear time invariant networked systems of general structure is studied with an observer-based approach. In the assumption of piecewise constant controls an ...
Paolo Caravani, Elena De Santis
ICML
2010
IEEE
13 years 5 months ago
Approximate Predictive Representations of Partially Observable Systems
We provide a novel view of learning an approximate model of a partially observable environment from data and present a simple implemenf the idea. The learned model abstracts away ...
Monica Dinculescu, Doina Precup