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 inAutomatica (Oxford) Vol. 49; no. 9; pp. 2683 - 2692
Main Authors Amini, Hadis, Somaraju, Ram A., Dotsenko, Igor, Sayrin, Clément, Mirrahimi, Mazyar, Rouchon, Pierre
Format Journal Article
LanguageEnglish
Published Kidlington Elsevier Ltd 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.
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
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  surname: Amini
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  givenname: Ram A.
  surname: Somaraju
  fullname: Somaraju, Ram A.
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  givenname: Igor
  surname: Dotsenko
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– sequence: 4
  givenname: Clément
  surname: Sayrin
  fullname: Sayrin, Clément
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  givenname: Mazyar
  surname: Mirrahimi
  fullname: Mirrahimi, Mazyar
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  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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Issue 9
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
Language English
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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
URI https://dx.doi.org/10.1016/j.automatica.2013.06.012
https://www.proquest.com/docview/1513421058
https://hal.science/hal-00845198
Volume 49
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