112 research outputs found
Quantum Noises, Physical Realizability and Coherent Quantum Feedback Control
Arbitrary linear time invariant systems can be implemented as quantum systems if additional quantum noises are permitted in the implementation. We give several results concerning how many additional quantum noise channels are necessary to implement state space realizations and transfer functions as quantum systems. We also give algorithms to do so. We demonstrate the utility of these results with an algorithm for obtaining a suboptimal solution to a coherent quantum LQG control problem.This work was supported by the Australian Research Council and the Air Force Office of Scientific Research
(Grants FA2386-09-1-4089 and FA2386-12-1-4075
Notes on Coherent Feedback Control for Linear Quantum Systems
This paper considers some formulations and possible approaches to the
coherent LQG and quantum control problems. Some new results for
these problems are presented in the case of annihilation operator only quantum
systems showing that in this case, the optimal controllers are trivial
controllers.Comment: A preliminary version is to appear in the proceedings of the 2013
Australian Control COnferenc
On the generalization of linear least mean squares estimation to quantum systems with non-commutative outputs
The purpose of this paper is to study the problem of generalizing the
Belavkin-Kalman filter to the case where the classical measurement signal is
replaced by a fully quantum non-commutative output signal. We formulate a least
mean squares estimation problem that involves a non-commutative system as the
filter processing the non-commutative output signal. We solve this estimation
problem within the framework of non-commutative probability. Also, we find the
necessary and sufficient conditions which make these non-commutative estimators
physically realizable. These conditions are restrictive in practice.Comment: 31 page
Coherent-Classical Estimation for Quantum Linear Systems
This paper introduces a problem of coherent-classical estimation for a class
of linear quantum systems. In this problem, the estimator is a mixed
quantum-classical system which produces a classical estimate of a system
variable. The coherent-classical estimator may also involve coherent feedback.
An example involving optical squeezers is given to illustrate the efficacy of
this idea.Comment: A version of this paper will appear in the Proceedings of the 2013
Australian Control Conferenc
Direct and Indirect Couplings in Coherent Feedback Control of Linear Quantum Systems
The purpose of this paper is to study and design direct and indirect
couplings for use in coherent feedback control of a class of linear quantum
stochastic systems. A general physical model for a nominal linear quantum
system coupled directly and indirectly to external systems is presented.
Fundamental properties of stability, dissipation, passivity, and gain for this
class of linear quantum models are presented and characterized using complex
Lyapunov equations and linear matrix inequalities (LMIs). Coherent
and LQG synthesis methods are extended to accommodate direct couplings using
multistep optimization. Examples are given to illustrate the results.Comment: 33 pages, 7 figures; accepted for publication in IEEE Transactions on
Automatic Control, October 201
Coherent controllers for optical-feedback cooling of quantum oscillators
We study the cooling performance of optical-feedback controllers for open
optical and mechanical resonators in the Linear Quadratic Gaussian setting of
stochastic control theory. We utilize analysis and numerical optimization of
closed-loop models based on quantum stochastic differential equations to show
that coherent control schemes, where we embed the resonator in an
interferometer to achieve all-optical feedback, can outperform optimal
measurement-based feedback control schemes in the quantum regime of low
steady-state excitation number. These performance gains are attributed to the
coherent controller's ability to simultaneously process both quadratures of an
optical probe field without measurement or loss of fidelity, and may guide the
design of coherent feedback schemes for more general problems of robust
nonlinear and robust control.Comment: 15 pages, 20 figures. Submitted to Physical Review X. Follow-up paper
to arXiv:1206.082
- …