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Fisher information in quantum statistics

O E Barndorff-Nielsen et al 2000 J. Phys. A: Math. Gen. 33 4481-4490   doi: 10.1088/0305-4470/33/24/306  Help

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O E Barndorff-Nielsen1 and R D Gill2,3
1 MaPhySto, Aarhus University, 8000 Aarhus-C, Denmark
2 Mathematical Institute, University of Utrecht, Box 80010, 3508 TA Utrecht, Netherlands
3 EURANDOM, Box 513, 5600 MB Eindhoven, Netherlands

Abstract. Braunstein and Caves (Braunstein S L and Caves C M 1994 Phys. Rev. Lett. 72 3439-43) proposed to use Helstrom's quantum information number to define, meaningfully, a metric on the set of all possible states of a given quantum system. They showed that the quantum information is nothing other than the maximal Fisher information in a measurement of the quantum system, maximized over all possible measurements. Combining this fact with classical statistical results, they argued that the quantum information determines the asymptotically optimal rate at which neighbouring states on some smooth curve can be distinguished, based on arbitrary measurements on n identical copies of the given quantum system.

We show that the measurement which maximizes the Fisher information typically depends on the true, unknown, state of the quantum system. We close the resulting loophole in the argument by showing that one can still achieve the same, optimal, rate of distinguishability, by a two-stage adaptive measurement procedure.

When we consider states lying not on a smooth curve, but on a manifold of higher dimension, the situation becomes much more complex. We show that the notion of `distinguishability of close-by states' depends strongly on the measurement resources one allows oneself, and on a further specification of the task at hand. The quantum information matrix no longer seems to play a central role.

Print publication: Issue 24 (23 June 2000)
Received 12 November 1999, in final form 22 February 2000

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