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Unsharp Measurements

An unsharp measurement is a measurement whose outcomes reveal partial, noisy, or finite-resolution information rather than a sharp projective alternative. In operator language, its effects are positive operators that are not generally projectors.

The basic idea is:

sharp measurement⟶orthogonal projectors,\text{sharp measurement} \quad \longrightarrow \quad \text{orthogonal projectors,}

whereas

unsharp measurement⟶positive effects with intermediate eigenvalues.\text{unsharp measurement} \quad \longrightarrow \quad \text{positive effects with intermediate eigenvalues.}

Unsharpness is a property of the probability question. The associated disturbance is a property of the instrument. The same unsharp POVM can be implemented gently, destructively, or with extra detector kicks.

For a sharp two-outcome projective measurement, the effects are projectors:

E+=P+,E−=P−,P++P−=I.E_+=P_+, \qquad E_-=P_-, \qquad P_+ + P_- = I.

Each effect has eigenvalues only 00 or 11. If the system is in the P+P_+ subspace, outcome ++ occurs with certainty; if it is in the P−P_- subspace, outcome ++ is impossible.

For an unsharp two-outcome measurement, the effects still satisfy

E±≥0,E++E−=I,E_\pm\ge0, \qquad E_+ + E_- = I,

but their eigenvalues can lie between 00 and 11. The outcome is informative without being perfectly discriminating.

This is the finite-outcome POVM structure developed in POVMs.

The standard qubit example is an unsharp measurement of σz\sigma_z. Let

P+=12(I+σz),P−=12(I−σz).P_+=\frac{1}{2}(I+\sigma_z), \qquad P_-=\frac{1}{2}(I-\sigma_z).

An unsharp version has effects

E±=12(I±ησz),0≤η≤1.E_\pm = \frac{1}{2} \left( I\pm\eta\sigma_z \right), \qquad 0\le\eta\le1.

Equivalently,

E+=1+η2P++1−η2P−,E_+ = \frac{1+\eta}{2}P_+ + \frac{1-\eta}{2}P_-,

and

E−=1−η2P++1+η2P−.E_- = \frac{1-\eta}{2}P_+ + \frac{1+\eta}{2}P_-.

The parameter η\eta is a measurement-strength or sharpness parameter in this model:

  • η=1\eta=1 gives the sharp projective measurement of σz\sigma_z;
  • η=0\eta=0 gives E+=E−=I/2E_+=E_-=I/2, so the outcome is a fair label independent of the state;
  • intermediate η\eta gives partial information about the sign of σz\sigma_z.

Write a qubit state in Bloch form:

ρ=12(I+r⋅σ).\rho = \frac{1}{2} \left( I+\mathbf r\cdot\boldsymbol\sigma \right).

Then

p(±)=Tr⁡(ρE±)=12(1±ηrz).p(\pm) = \operatorname{Tr}(\rho E_\pm) = \frac{1}{2} \left( 1\pm\eta r_z \right).

The probabilities depend only on the zz component of the Bloch vector, and the contrast is reduced by η\eta. The measurement does not distinguish σz\sigma_z eigenstates perfectly unless η=1\eta=1.

For an input eigenstate of σz\sigma_z,

p(+∣+z)=1+η2,p(+∣−z)=1−η2.p(+|+z)=\frac{1+\eta}{2}, \qquad p(+|-z)=\frac{1-\eta}{2}.

Thus η\eta controls the single-shot distinguishability of the two eigenstates.

A common minimally disturbing realization of the unsharp effects uses one measurement operator per outcome:

M±=E±.M_\pm=\sqrt{E_\pm}.

For the qubit effects above,

M+=1+η2 P++1−η2 P−,M_+ = \sqrt{\frac{1+\eta}{2}}\,P_+ + \sqrt{\frac{1-\eta}{2}}\,P_-,

and

M−=1−η2 P++1+η2 P−.M_- = \sqrt{\frac{1-\eta}{2}}\,P_+ + \sqrt{\frac{1+\eta}{2}}\,P_-.

These satisfy

M±†M±=E±,M+†M++M−†M−=I.M_\pm^\dagger M_\pm=E_\pm, \qquad M_+^\dagger M_+ + M_-^\dagger M_- = I.

The selective update is

ρ±=M±ρM±†Tr⁡(E±ρ).\rho_\pm = \frac{M_\pm\rho M_\pm^\dagger} {\operatorname{Tr}(E_\pm\rho)}.

This instrument is diagonal in the σz\sigma_z basis. It partially filters the state toward the outcome-favored eigenspace without projecting all the way in a single shot.

If the outcome is ignored, the square-root instrument gives the channel

Φη(ρ)=M+ρM+†+M−ρM−†.\Phi_\eta(\rho) = M_+\rho M_+^\dagger + M_-\rho M_-^\dagger.

For

ρ=(ρ00ρ01ρ10ρ11)\rho = \begin{pmatrix} \rho_{00} & \rho_{01}\\ \rho_{10} & \rho_{11} \end{pmatrix}

in the σz\sigma_z basis, this channel acts as

Φη(ρ)=(ρ001−η2 ρ011−η2 ρ10ρ11).\Phi_\eta(\rho) = \begin{pmatrix} \rho_{00} & \sqrt{1-\eta^2}\,\rho_{01}\\ \sqrt{1-\eta^2}\,\rho_{10} & \rho_{11} \end{pmatrix}.

The populations are preserved, while coherence is reduced by 1−η2\sqrt{1-\eta^2}. The sharp limit η=1\eta=1 gives complete dephasing in the measured basis. The no-information limit η=0\eta=0 gives the identity channel for this particular instrument.

This illustrates a basic information-disturbance tradeoff for this model: stronger single-shot information about σz\sigma_z comes with stronger dephasing of superpositions of σz\sigma_z eigenstates.

The unsharp effects do not determine the backaction. The same E±E_\pm can also arise from a sharp projective measurement followed by classical mislabeling.

For example, define

I+label(ρ)=1+η2P+ρP++1−η2P−ρP−,\mathcal I_+^{\mathrm{label}}(\rho) = \frac{1+\eta}{2}P_+\rho P_+ + \frac{1-\eta}{2}P_-\rho P_-,

and

I−label(ρ)=1−η2P+ρP++1+η2P−ρP−.\mathcal I_-^{\mathrm{label}}(\rho) = \frac{1-\eta}{2}P_+\rho P_+ + \frac{1+\eta}{2}P_-\rho P_-.

This instrument has the same effects E±E_\pm, because the probabilities are the same. But its nonselective channel is

Φlabel(ρ)=P+ρP++P−ρP−,\Phi_{\mathrm{label}}(\rho) = P_+\rho P_+ + P_-\rho P_-,

which fully dephases the σz\sigma_z basis for every value of η\eta. Even when η\eta is small and the reported label is almost random, the system was sharply measured before the label noise was applied.

Therefore “unsharp POVM” does not by itself mean “gentle measurement.” Gentleness is a property of the instrument.

The terms “unsharp” and “weak” overlap but are not identical.

An unsharp measurement has effects that do not perfectly distinguish the sharp alternatives. A weak measurement is usually a measurement regime in which each individual interaction gains little information and causes small disturbance, often as a step toward a repeated or continuous measurement.

The square-root instrument with small η\eta is weak in a common operational sense: each outcome only slightly biases the state and the nonselective dephasing is small:

1−η2≈1−η22(η≪1).\sqrt{1-\eta^2} \approx 1-\frac{\eta^2}{2} \qquad (\eta\ll1).

But a noisy-label instrument with the same small η\eta can be highly disturbing because it first performs a sharp measurement. Thus weak measurement requires assumptions about the instrument, not only the effects.

Unsharpness also appears in continuous pointer models. In the von Neumann measurement model, different eigenvalues of AA shift a pointer wavepacket by different amounts. If the shifted packets overlap substantially, the pointer readout cannot distinguish the alternatives sharply.

A finite-resolution readout can be represented by effects such as

Ey=∫dx R(y∣x) ∣x⟩⟨x∣,E_y = \int dx\,R(y|x)\,|x\rangle\langle x|,

where R(y∣x)R(y|x) is a detector response function. If R(y∣x)R(y|x) is broad, the measurement reports only a smeared version of the sharp position question.

The full derivation belongs to the apparatus model in Von Neumann Measurement Model. The lesson here is that finite pointer separation and finite detector resolution naturally produce POVMs.

Unsharp measurements are useful in sequential experiments because they can extract partial information while leaving some coherence for later tests. For the square-root qubit instrument, a later σx\sigma_x measurement after an unread unsharp σz\sigma_z measurement has its contrast reduced by the factor 1−η2\sqrt{1-\eta^2} rather than erased completely.

This makes unsharp measurements central in:

  • tests that balance information gain against invasiveness;
  • continuous monitoring as a limit of many small updates;
  • feedback protocols where the record is noisy but useful;
  • measurement tomography, where one estimates detector effects and instruments;
  • weak-value experiments, where weak coupling is followed by postselection.

The ordered-probability framework is Compatible, Incompatible, and Sequential Measurements.

An unsharp POVM can be implemented by a highly disturbing instrument. The effects alone do not determine the backaction.

Treating the sharpness parameter as universal

Section titled “Treating the sharpness parameter as universal”

The symbol η\eta in the qubit example is a convenient model parameter. Other detectors use different calibration conventions, and the same number may not compare measurement strength across platforms.

Confusing readout noise with weak interaction

Section titled “Confusing readout noise with weak interaction”

Noisy labels can make a POVM unsharp even if the system was sharply measured before the label was corrupted.

Assuming no information means no disturbance

Section titled “Assuming no information means no disturbance”

For the square-root instrument at η=0\eta=0, the channel is the identity. But another instrument with effects I/2I/2 and I/2I/2 could still disturb the system while reporting random labels.

Unsharp measurements are generally not repeatable in the ideal projective sense. Repeating them accumulates information stochastically rather than producing a guaranteed same outcome after one shot.

Show that

E±=12(I±ησz)E_\pm = \frac{1}{2} \left( I\pm\eta\sigma_z \right)

defines a POVM for 0≤η≤10\le\eta\le1.

Solution

The effects sum to

E++E−=12(I+ησz)+12(I−ησz)=I.E_+ + E_- = \frac{1}{2}(I+\eta\sigma_z) + \frac{1}{2}(I-\eta\sigma_z) =I.

In the σz\sigma_z basis, the eigenvalues of E+E_+ are (1+η)/2(1+\eta)/2 and (1−η)/2(1-\eta)/2, and the eigenvalues of E−E_- are the same pair in the opposite order. These are nonnegative for 0≤η≤10\le\eta\le1. Therefore the effects are positive and complete.

For

ρ=12(I+r⋅σ),\rho = \frac{1}{2} \left( I+\mathbf r\cdot\boldsymbol\sigma \right),

derive p(±)=(1±ηrz)/2p(\pm)=(1\pm\eta r_z)/2.

Solution

Use Tr⁡ρ=1\operatorname{Tr}\rho=1, Tr⁡(ρσz)=rz\operatorname{Tr}(\rho\sigma_z)=r_z, and

E±=12(I±ησz).E_\pm = \frac{1}{2} \left( I\pm\eta\sigma_z \right).

Then

p(±)=Tr⁡(ρE±)=12[Tr⁡ρ±ηTr⁡(ρσz)]=12(1±ηrz).p(\pm) = \operatorname{Tr}(\rho E_\pm) = \frac{1}{2} \left[ \operatorname{Tr}\rho \pm \eta\operatorname{Tr}(\rho\sigma_z) \right] = \frac{1}{2}(1\pm\eta r_z).

Using the square-root operators M±=E±M_\pm=\sqrt{E_\pm}, show that the off-diagonal matrix element ρ01\rho_{01} is multiplied by 1−η2\sqrt{1-\eta^2}.

Solution

Write

M+=aP++bP−,M−=bP++aP−,M_+ = aP_+ + bP_-, \qquad M_- = bP_+ + aP_-,

where

a=1+η2,b=1−η2.a=\sqrt{\frac{1+\eta}{2}}, \qquad b=\sqrt{\frac{1-\eta}{2}}.

The off-diagonal element in M+ρM+†M_+\rho M_+^\dagger is abρ01ab\rho_{01}, and the off-diagonal element in M−ρM−†M_-\rho M_-^\dagger is also abρ01ab\rho_{01}. Therefore the total factor is

2ab=21+η21−η2=1−η2.2ab = 2\sqrt{ \frac{1+\eta}{2} \frac{1-\eta}{2} } = \sqrt{1-\eta^2}.

Compare the square-root instrument with the noisy-label instrument for the same effects E±E_\pm. What happens to ρ01\rho_{01} when the outcome is ignored?

Solution

For the square-root instrument, the unread channel maps

ρ01⟼1−η2 ρ01.\rho_{01} \longmapsto \sqrt{1-\eta^2}\,\rho_{01}.

For the noisy-label instrument, the unread channel is

ρ⟼P+ρP++P−ρP−,\rho \longmapsto P_+\rho P_+ + P_-\rho P_-,

so

ρ01⟼0.\rho_{01}\longmapsto0.

The effects, and therefore the outcome probabilities, are the same. The disturbance differs because the instruments are different.

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