Filtering for a Class of Quantum Systems with Classical Stochastic Disturbances

Qi Yu, Daoyi Dong*, Ian Petersen, Muhammad Emzir, Qing Gao

*Corresponding author for this work

    Research output: Contribution to journalArticlepeer-review

    9 Citations (Scopus)

    Abstract

    We present filtering equations for a class of hybrid quantum-classical systems where a quantum optical cavity system is continuously disturbed by a classical linear stochastic process. Another quantum cavity system is employed to describe the classical stochastic process as an analog. The initial hybrid quantum-classical system consisting of both a classical signal and a quantum cavity system is then modeled by a combined quantum system with two quantum cavity systems. The stochastic master equations, or filtering equations, are then derived using quantum filtering theory. A quantum extended Kalman filter method is adopted as a convenient solution to this filtering problem. The effectiveness of both methods is illustrated by numerical examples.

    Original languageEnglish
    Article number8477998
    Pages (from-to)2774-2780
    Number of pages7
    JournalIEEE Transactions on Control Systems Technology
    Volume27
    Issue number6
    DOIs
    Publication statusPublished - Nov 2019

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