Fault Tolerant Quantum Filtering and Fault Detection for Quantum Systems
arXiv:1504.06780 · doi:10.1016/j.automatica.2016.04.045
Abstract
This paper aims to determine the fault tolerant quantum filter and fault detection equation for a class of open quantum systems coupled to a laser field that is subject to stochastic faults. In order to analyze this class of open quantum systems, we propose a quantum-classical Bayesian inference method based on the definition of a so-called quantum-classical conditional expectation. It is shown that the proposed Bayesian inference approach provides a convenient tool to simultaneously derive the fault tolerant quantum filter and the fault detection equation for this class of open quantum systems. An example of two-level open quantum systems subject to Poisson-type faults is presented to illustrate the proposed method. These results have the potential to lead to a new fault tolerant control theory for quantum systems.
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- Hybrid filtering for a class of nonlinear quantum systems subject to classical stochastic disturbances
- Finite-time stabilization control of quantum systems
- Fault-tolerant Coherent H-infinity Control for Linear Quantum Systems
- An Improved Quantum Projection Filter
- Quantum filtering for a two-level atom driven by two counter-propagating photons