Abstract:Many quantum statistical models are most conveniently formulated in terms of non-orthonormal bases. This is the case, for example, when mixtures and superpositions of coherent states are involved. In these instances, we show that the analytical evaluation of the quantum Fisher information may be greatly simplified by bypassing both the diagonalization of the density matrix and the orthogonalization of the basis. The key ingredient in our method is the Gramian matrix (i.e. the matrix of scalar products between … Show more
“…The Tracy-Singh product [53,54] defined for matrices A and B subdivided into blocks A ij and B kl is 11 12 21 22 11 11 11 12 12 11 12 12 11 21 11 22 12 21 12 22 21 11 21 12 22 11 22 12 21 21 21 22 22 21 22 22…”
Section: Appendix B Analytic Results For N Sourcesmentioning
confidence: 99%
“…Using the Tracy-Singh block kronecker product and the block column 'vecb' operator [53] defined as…”
Localisation microscopy of multiple weak, incoherent point sources with possibly different intensities in one spatial dimension is equivalent to estimating the amplitudes of a classical mixture of coherent states of a simple harmonic oscillator. This enables us to bound the multi-parameter covariance matrix for an unbiased estimator for the locations in terms of the quantum Fisher information matrix, which we obtained analytically. In the regime of arbitrarily small separations we find it to be no more than rank two-implying that no more than two independent parameters can be estimated irrespective of the number of point sources. We use the eigenvalues of the classical and quantum Fisher information matrices to compare the performance of spatial-mode demultiplexing and direct imaging in localisation microscopy with respect to the quantum limits.
“…The Tracy-Singh product [53,54] defined for matrices A and B subdivided into blocks A ij and B kl is 11 12 21 22 11 11 11 12 12 11 12 12 11 21 11 22 12 21 12 22 21 11 21 12 22 11 22 12 21 21 21 22 22 21 22 22…”
Section: Appendix B Analytic Results For N Sourcesmentioning
confidence: 99%
“…Using the Tracy-Singh block kronecker product and the block column 'vecb' operator [53] defined as…”
Localisation microscopy of multiple weak, incoherent point sources with possibly different intensities in one spatial dimension is equivalent to estimating the amplitudes of a classical mixture of coherent states of a simple harmonic oscillator. This enables us to bound the multi-parameter covariance matrix for an unbiased estimator for the locations in terms of the quantum Fisher information matrix, which we obtained analytically. In the regime of arbitrarily small separations we find it to be no more than rank two-implying that no more than two independent parameters can be estimated irrespective of the number of point sources. We use the eigenvalues of the classical and quantum Fisher information matrices to compare the performance of spatial-mode demultiplexing and direct imaging in localisation microscopy with respect to the quantum limits.
“…IV we consider the state Eq. ( 16), whose QFI is most conveniently derived using a non-orthogonal basis [36]. With the non-orthognal basis {|0 , |φ M , |φ M }, where |φ M = ∂ ϕ |φ M , the SLD solution is As the SLD in Eq.…”
Section: Discussionmentioning
confidence: 99%
“…For mixed states the required expressions can be far more involved [4,33,36] Among fixed-number states the maximum QFI comes from the N00N state [1,2], which is a balanced superposition of all photons in one mode or the other…”
We argue that analysing schemes for metrology solely in terms of the average particle number can obscure the number of particles effectively used in informative events. For a number of states we demonstrate that, in both frequentist and Bayesian frameworks, the average number of a state can essentially be decoupled from the aspects of the total number distribution that are associated with the metrological advantage.
“…In section 4 we consider the state equation ( 16), whose QFI is most conveniently derived using a non-orthogonal basis [37]. With the non-orthognal basis {|0 , |φ M , |φ M }, where |φ M = ∂ ϕ |φ M , the SLD solution is…”
We argue that analysing schemes for metrology solely in terms of the average particle number can obscure the number of particles effectively used in informative events. For a number of states we demonstrate that, in both frequentist and Bayesian frameworks, the average number of a state can essentially be decoupled from the aspects of the total number distribution associated with any metrological advantage.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.