Title :
Quantum Risk-Sensitive Estimation and Robustness
Author :
Yamamoto, Naoki ; Bouten, Luc
Author_Institution :
Dept. of Appl. Phys. & Physico-Infor- matics, Keio Univ., Yokohama
Abstract :
This paper studies a quantum risk-sensitive estimation problem and investigates robustness properties of the filter. This is a direct extension to the quantum case of analogous classical results. All investigations are based on a discrete approximation model of the quantum system under consideration. This allows us to study the problem in a simple mathematical setting. We close the paper with some examples that demonstrate the robustness of the risk-sensitive estimator.
Keywords :
filtering theory; quantum theory; discrete approximation model; quantum risk-sensitive estimation; quantum system; Equations; Estimation theory; Filtering theory; Filters; Least squares approximation; Quantum mechanics; Robustness; State estimation; Stochastic processes; Uncertainty; Quantum filtering; quantum probability; quantum systems; risk-sensitive estimation; robustness;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2008.2009571