Feedback stabilization of discrete-time quantum systems subject to non-demolition measurements with imperfections and delays
We consider a controlled quantum system whose finite dimensional state is governed by a discrete-time nonlinear Markov process. In open-loop, the measurements are assumed to be quantum non-demolition (QND). The eigenstates of the measured observable are thus the open-loop stationary states: they are...
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Published in | Automatica (Oxford) Vol. 49; no. 9; pp. 2683 - 2692 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
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01.09.2013
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Abstract | We consider a controlled quantum system whose finite dimensional state is governed by a discrete-time nonlinear Markov process. In open-loop, the measurements are assumed to be quantum non-demolition (QND). The eigenstates of the measured observable are thus the open-loop stationary states: they are used to construct a closed-loop supermartingale playing the role of a strict control Lyapunov function. The parameters of this supermartingale are calculated by inverting a Metzler matrix that characterizes the impact of the control input on the Kraus operators defining the Markov process. The resulting state feedback scheme, taking into account a known constant delay, provides the almost sure convergence to the target state. This convergence is ensured even in the case where the filter equation results from imperfect measurements corrupted by random errors with conditional probabilities given as a left stochastic matrix. Closed-loop simulations corroborated by experimental data illustrate the interest of such nonlinear feedback scheme for the photon box, a cavity quantum electrodynamics system. |
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AbstractList | We consider a controlled quantum system whose finite dimensional state is governed by a discrete-time nonlinear Markov process. In open-loop, the measurements are assumed to be quantum non-demolition (QND). The eigenstates of the measured observable are thus the open-loop stationary states: they are used to construct a closed-loop supermartingale playing the role of a strict control Lyapunov function. The parameters of this supermartingale are calculated by inverting a Metzler matrix that characterizes the impact of the control input on the Kraus operators defining the Markov process. The resulting state feedback scheme, taking into account a known constant delay, provides the almost sure convergence to the target state. This convergence is ensured even in the case where the filter equation results from imperfect measurements corrupted by random errors with conditional probabilities given as a left stochastic matrix. Closed-loop simulations corroborated by experimental data illustrate the interest of such nonlinear feedback scheme for the photon box, a cavity quantum electrodynamics system. We consider a controlled quantum system whose finite dimensional state is governed by a discrete-time nonlinear Markov process. In open-loop, the measurements are assumed to be quantum non-demolition (QND). The eigenstates of the measured observable are thus the open-loop stationary states: they are used to construct a closed-loop supermartingale playing the role of a strict control Lyapunov function. The parameters of this supermartingale are calculated by inverting a Metzler matrix that characterizes the impact of the control input on the Kraus operators defining the Markov process. The resulting state feedback scheme, taking into account a known constant delay, provides the almost sure convergence of the controlled system to the target state. This convergence is ensured even in the case where the filter equation results from imperfect measurements corrupted by random errors with conditional probabilities given as a left stochastic matrix. Closed-loop simulations corroborated by experimental data illustrate the interest of such nonlinear feedback scheme for the photon box, a cavity quantum electrodynamics system. |
Author | Sayrin, Clément Mirrahimi, Mazyar Somaraju, Ram A. Rouchon, Pierre Amini, Hadis Dotsenko, Igor |
Author_xml | – sequence: 1 givenname: Hadis surname: Amini fullname: Amini, Hadis email: hadis.amini@mines-paristech.fr organization: Centre Automatique et Systèmes, Mines ParisTech, 60 Boulevard Saint-Michel, 75272 Paris Cedex 6, France – sequence: 2 givenname: Ram A. surname: Somaraju fullname: Somaraju, Ram A. email: a.somaraju@gmail.com organization: B-Phot, Department of Applied Physics and Photonics, Vrije Universiteit Brussel, Pleinlaan no. 2, Brussels-1050, Belgium – sequence: 3 givenname: Igor surname: Dotsenko fullname: Dotsenko, Igor email: dotsenko@lkb.ens.fr organization: Laboratoire Kastler Brossel, ENS, Collége de France, UPMC-Paris 6, CNRS, 24 rue Lhomond, 75005 Paris, France – sequence: 4 givenname: Clément surname: Sayrin fullname: Sayrin, Clément email: clement.sayrin@ens.fr organization: Laboratoire Kastler Brossel, ENS, Collége de France, UPMC-Paris 6, CNRS, 24 rue Lhomond, 75005 Paris, France – sequence: 5 givenname: Mazyar surname: Mirrahimi fullname: Mirrahimi, Mazyar email: mazyar.mirrahimi@inria.fr organization: INRIA Paris-Rocquencourt, Domaine de Voluceau, BP 105, 78153 Le Chesnay Cedex, France – sequence: 6 givenname: Pierre surname: Rouchon fullname: Rouchon, Pierre email: pierre.rouchon@mines-paristech.fr organization: Centre Automatique et Systèmes, Mines ParisTech, 60 Boulevard Saint-Michel, 75272 Paris Cedex 6, France |
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Keywords | Markov chain Strict control Lyapunov function Photon-number states (Fock states) Measurement-based feedback Quantum filter Feedback stabilization Quantum non-demolition measurements Markov process State feedback Quantum system Fock space Error probability Feedback regulation Conditional probability Discrete time processes Modeling Delay Quantum nondemolition measurement Defect System identification Measurement error Closed loop Role playing Almost sure convergence Stochastic matrix Stationary state Finite state machine Cavity electrodynamics Observable Kraus operator Filter Discrete time Open loop Output feedback Lyapunov function Signal to noise ratio |
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Snippet | We consider a controlled quantum system whose finite dimensional state is governed by a discrete-time nonlinear Markov process. In open-loop, the measurements... |
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SubjectTerms | Applied sciences Automation Classical and quantum physics: mechanics and fields Computer science; control theory; systems Control system analysis Control system synthesis Control theory. Systems Convergence Delay Exact sciences and technology Feedback Feedback stabilization Markov chain Markov processes Mathematical analysis Mathematics Measurement-based feedback Modelling and identification Optimization and Control Photon-number states (Fock states) Photons Physics Quantum computation Quantum filter Quantum information Quantum non-demolition measurements Quantum Physics Quantum theory Strict control Lyapunov function |
Title | Feedback stabilization of discrete-time quantum systems subject to non-demolition measurements with imperfections and delays |
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