Physics:Quantum instrument

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A quantum instrument is a Book I topic in the Quantum Collection. It is a mathematical description of a quantum measurement that records both the probability of each classical outcome and the corresponding change in the quantum state. Unlike a simple observable, an instrument keeps track of measurement back-action, state update, and conditional dynamics. Quantum instruments are used in open systems, generalized measurements, quantum operations, feedback, tomography, and information theory. They make precise the idea that measurement is a physical process, not only a readout.

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Definition

Let $X$ be a countable set describing the outcomes of a quantum measurement, and let $\{{ℰ}_x{\}}_{x\in X}$ denote a collection of trace-non-increasing completely positive maps, such that the sum of all ${ℰ}_x$ is trace-preserving, i.e. $\mathrm{tr}(\sum _x{ℰ}_x(\rho ))=\mathrm{tr}(\rho )$ for all positive operators $\rho .$

Now for describing a measurement by an instrument $ℐ$, the maps ${ℰ}_x$ are used to model the mapping from an input state $\rho$ to the output state of a measurement conditioned on a classical measurement outcome $x$. Therefore, the probability that a specific measurement outcome $x$ occurs on a state $\rho$ is given by $$p(x|\rho )=\mathrm{tr}({ℰ}_x(\rho )).$$

The state after a measurement with the specific outcome $x$ is given by

$${\rho }_x=\frac{{ℰ}_x(\rho )}{\mathrm{tr}({ℰ}_x(\rho ))}.$$

If the measurement outcomes are recorded in a classical register, whose states are modeled by a set of orthonormal projections $|x⟩⟨x|\in ℬ({ℂ}^{|X|})$ , then the action of an instrument $ℐ$ is given by a quantum channel $ℐ:ℬ({\mathscr{H}}_1)\to ℬ({\mathscr{H}}_2)\otimes ℬ({ℂ}^{|X|})$ with

$$ℐ(\rho ):=\sum _x{ℰ}_x(\rho )\otimes |x⟩⟨x|.$$

Here ${\mathscr{H}}_1$ and ${\mathscr{H}}_2\otimes {ℂ}^{|X|}$ are the Hilbert spaces corresponding to the input and the output systems of the instrument.

Reductions and inductions

Just as a completely positive trace preserving (CPTP) map can always be considered as the reduction of unitary evolution on a system with an initially unentangled auxiliary, quantum instruments are the reductions of projective measurement with a conditional unitary, and also reduce to CPTP maps and POVMs when ignore measurement outcomes and state evolution, respectively. In John Smolin's terminology, this is an example of "going to the Church of the Larger Hilbert space".

As a reduction of projective measurement and conditional unitary

Any quantum instrument on a system $𝒮$ can be modeled as a projective measurement on $𝒮$ and (jointly) an uncorrelated auxiliary $𝒜$ followed by a unitary conditional on the measurement outcome. Let $\eta$ (with $\eta >0$ and $\mathrm{T}\mathrm{r}\eta =1$) be the normalized initial state of $𝒜$, let $\{{\Pi }_i\}$ (with ${\Pi }_i={\Pi }_i^{†}={\Pi }_i^2$ and ${\Pi }_i{\Pi }_j={\delta }_{ij}{\Pi }_i$) be a projective measurement on $𝒮𝒜$, and let $\{U_i\}$ (with $U_i^{†}=U_i^{-1}$) be unitaries on $𝒮𝒜$. Then one can check that

${ℰ}_i(\rho ):={\mathrm{T}\mathrm{r}}_{𝒜}(U_i{\Pi }_i(\rho \otimes \eta ){\Pi }_i{U}_i^{†})$

defines a quantum instrument. Furthermore, one can also check that any choice of quantum instrument $\{{ℰ}_i\}$ can be obtained with this construction for some choice of $\eta$ and $\{U_i\}$.

In this sense, a quantum instrument can be thought of as the reduction of a projective measurement combined with a conditional unitary.

Reduction to CPTP map

Any quantum instrument $\{{ℰ}_i\}$ immediately induces a CPTP map, i.e., a quantum channel:

$ℰ(\rho ):=\sum _i{ℰ}_i(\rho ).$

This can be thought of as the overall effect of the measurement on the quantum system if the measurement outcome is thrown away.

Reduction to POVM

Any quantum instrument $\{{ℰ}_i\}$ immediately induces a positive operator-valued measurement (POVM):

$M_i:=\sum _a{K}_a^{(i)†}{K}_a^{(i)}$

where $K_a^{(i)}$ are any choice of Kraus operators for ${ℰ}_i$,

${ℰ}_i(\rho )=\sum _a{K}_a^{(i)}\rho K_a^{(i)†}.$

The Kraus operators $K_a^{(i)}$ are not uniquely determined by the CP maps ${ℰ}_i$, but the above definition of the POVM elements $M_i$ is the same for any choice. The POVM can be thought of as the measurement of the quantum system if the information about how the system is affected by the measurement is thrown away.

References

Source attribution: Quantum instrument