Robust observer for uncertain linear quantum systems

Research output: Contribution to journalArticle

50 Citations (Scopus)

Abstract

In the theory of quantum dynamical filtering, one of the biggest issues is that the underlying system dynamics represented by a quantum stochastic differential equation must be known exactly in order that the corresponding filter provides an optimal performance; however, this assumption is generally unrealistic. Therefore, in this paper, we consider a class of linear quantum systems subjected to time-varying norm-bounded parametric uncertainties and then propose a robust observer such that the variance of the estimation error is guaranteed to be within a certain bound. Although in the linear case much of classical control theory can be applied to quantum systems, the quantum robust observer obtained in this paper does not have a classical analog due to the system's specific structure with respect to the uncertainties. Moreover, by considering a typical quantum control problem, we show that the proposed robust observer is fairly robust against a parametric uncertainty of the system even when the other estimators-the optimal Kalman filter and risk-sensitive observer-fail in the estimation.

Original languageEnglish
Article number032107
JournalPhysical Review A - Atomic, Molecular, and Optical Physics
Volume74
Issue number3
DOIs
Publication statusPublished - 2006
Externally publishedYes

Fingerprint

control theory
Kalman filters
norms
estimators
differential equations
analogs
filters

ASJC Scopus subject areas

  • Atomic and Molecular Physics, and Optics
  • Physics and Astronomy(all)

Cite this

Robust observer for uncertain linear quantum systems. / Yamamoto, Naoki.

In: Physical Review A - Atomic, Molecular, and Optical Physics, Vol. 74, No. 3, 032107, 2006.

Research output: Contribution to journalArticle

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