Design of a Quantum Projection Filter

Qing Gao, Daoyi Dong*, Ian R. Petersen, Steven X. Ding

*Corresponding author for this work

    Research output: Contribution to journalArticlepeer-review

    11 Citations (Scopus)

    Abstract

    This article develops a quantum projection filtering approach to approximating the quantum filter equation based on Itô stochastic Taylor expansions and quantum information geometric techniques. The proposed approximation scheme is designed so that the truncated Taylor expansion of the difference between the true quantum trajectory, and its approximation on a lower dimensional differential submanifold is minimized, through an orthogonal projection operation in the quantum Fisher metric. In addition, a convenient design for a special class of open quantum systems is formulated. Simulation results from a numerical example demonstrate the approximation capability of the proposed quantum projection filter.

    Original languageEnglish
    Article number8901195
    Pages (from-to)3693-3700
    Number of pages8
    JournalIEEE Transactions on Automatic Control
    Volume65
    Issue number8
    DOIs
    Publication statusPublished - Aug 2020

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