Quantum estimation via sequential measurements

Daniel Burgarth, Vittorio Giovannetti, Airi N. Kato, Kazuya Yuasa

    Research output: Contribution to journalArticle

    9 Citations (Scopus)

    Abstract

    Theroblem of estimating aarameter of a quantum system through a series of measurementserformed sequentially on a quantumrobe is analyzed in the general setting where the underlying statistics is explicitly non-i.i.d. Weresent a generalization of the central limit theorem in theresent context, which under fairly general assumptions shows that as the number N of measurement data increases therobability distribution of functionals of the data (e.g., the average of the data) through which the targetarameter is estimated becomes asymptotically normal and independent of the initial state of therobe. At variance with therevious studies (Guţə M 2011 Phys. Rev. A 83 062324; van Horssen M and Guţə M 2015 J. Math. Phys. 56 022109) we take a diagrammatic approach, which allows one to compute not only the leading orders in N of the moments of the average of the data but also those of the correlations among subsequent measurement outcomes. Inarticular our analysisoints out that the latter, which are not available in usual i.i.d. data, can be exploited in order to improve the accuracy of thearameter estimation. An explicit application of our scheme is discussed by studying how the temperature of a thermal reservoir can be estimated via sequential measurements on a quantumrobe in contact with the reservoir.

    Original languageEnglish
    Article number113055
    JournalNew Journal of Physics
    Volume17
    Issue number11
    DOIs
    Publication statusPublished - 2015 Nov 27

    Fingerprint

    functionals
    estimating
    theorems
    statistics
    moments
    temperature

    Keywords

    • asymptotic normality
    • central limit theorem
    • Fisher information
    • quantum ergodicity
    • quantum estimation
    • quantum information
    • quantum metrology

    ASJC Scopus subject areas

    • Physics and Astronomy(all)

    Cite this

    Quantum estimation via sequential measurements. / Burgarth, Daniel; Giovannetti, Vittorio; Kato, Airi N.; Yuasa, Kazuya.

    In: New Journal of Physics, Vol. 17, No. 11, 113055, 27.11.2015.

    Research output: Contribution to journalArticle

    Burgarth, Daniel ; Giovannetti, Vittorio ; Kato, Airi N. ; Yuasa, Kazuya. / Quantum estimation via sequential measurements. In: New Journal of Physics. 2015 ; Vol. 17, No. 11.
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