Abstract
It is well known that the Cramér–Rao inequality places a lower bound for quantum Fisher information in terms of the variance of any quantum measurement. We establish an upper bound for quantum Fisher information of a parameterized family of density operators in terms of the variance of the generator. These two bounds together yield a generalization of the Heisenberg uncertainty relations from statistical estimation perspective.
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References
Fisher, R. A.: Theory of statistical estimation, Proc. Cambridge Philos. Soc. 22 (1925), 700–725
Chentsov, N. N.: Statistical Decision Rules and Optimal Inferences (in Russian), Nauka, Moscow, 1972
Amari, S. I.: Differential-Geometric Methods in Statistics, Springer-Verlag, Berlin, 1985
Frieden, B. R. and Soffer, B. H.: Lagrangians of physics and the game of Fisher-information transfer, Phys. Rev. E 52 (1995), 2274–2286
Stam, A. J.: Some inequalities satisfied by the quantities of information, Information and Control 2 (1959), 101–112
Rao, C. R.: Information and the accuracy attainable in the estimation of statistical parameters, Bull. Calcutta Math. Soc. 37 (1945), 81–89
Cramér, H.: Mathematical Methods of Statistics, Princeton University Press, Princeton, NJ (1974), pp. 477–481
Helstrom, C. W.: Quantum Detection and Estimation Theory, Academic Press, New York (1976), pp. 268–270
Heisenberg, W.: Ûber den anschaulichen Inhalt der quantumtheoretischen kinematik und mechanik, Zeitschrift fÏr physik 43 (1928), 172–198
Robertson, H. P.: The uncertainty principle, Phys. Rev. 34 (1929), 163–164.
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Luo, S. Quantum Fisher Information and Uncertainty Relations. Letters in Mathematical Physics 53, 243–251 (2000). https://doi.org/10.1023/A:1011080128419
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DOI: https://doi.org/10.1023/A:1011080128419