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Parameter set estimation of systems with uncertain nonparametric dynamics and disturbances
Parameter set the parameter estimation system dynamics parameter estimation
2015/8/12
A method is presented for parameter set estimation of open-loop stable systems with uncertain parameters and quasi-stationary disturbances. The system model is assumed to contain both parametric and n...
Polynomial Level-Set Method for Polynomial System Reachable Set Estimation
Polynomial System Level-Set Method
2015/6/19
In this paper, we present a polynomial level-set method for advecting a semi-algebraic set for polynomial systems. This method uses the sub-level representation of sets. The problem of flowing these s...
Level set estimation from projection measurements: Performance guarantees and fast computation
estimation projection measurements Performance guarantees fast computation
2012/11/22
Estimation of the level set of a function (i.e., regions where the function exceeds some value) is an important problem with applications in digital elevation mapping, medical imaging, astronomy, etc....
Weighted Loss Functions for Set Estimation and Testing Hypotheses
Bayes testing procedure loss function Neyman-Pearson test p-value risk
2009/3/10
From the decision-theoretic viewpoint, using a weighted loss we compare the risks of testing procedures in the location and scale parameter cases. We also get numerically the minimax solution of Bayes...
Confidence Sets in Boundary and Set Estimation
random closed set oriented distance functions set expectation boundaryestimation level set simultaneous confidence interval
2010/3/18
Let p1 ≤ p2 and consider estimating a fixed set {x : p1 ≤ f(x) ≤ p2}
by the random set {x : p1 ≤ b fn(x) ≤ p2}, where b fn is a consistent estimator of
the continuous function f. This paper gives co...