Finding the optimal probe state for multiparameter quantum metrology
using conic programming
- URL: http://arxiv.org/abs/2401.05886v2
- Date: Fri, 26 Jan 2024 09:25:31 GMT
- Title: Finding the optimal probe state for multiparameter quantum metrology
using conic programming
- Authors: Masahito Hayashi and Yingkai Ouyang
- Abstract summary: We present a conic programming framework that allows us to determine the optimal probe state for the corresponding precision bounds.
We also apply our theory to analyze the canonical field sensing problem using entangled quantum probe states.
- Score: 61.98670278625053
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: The aim of the channel estimation is to estimate the parameters encoded in a
quantum channel. For this aim, it is allowed to choose the input state as well
as the measurement to get the outcome. Various precision bounds are known for
the state estimation. For the channel estimation, the respective bounds are
determined depending on the choice of the input state. However, determining the
optimal input probe state and the corresponding precision bounds in estimation
is a non-trivial problem, particularly in the multi-parameter setting, where
parameters are often incompatible. In this paper, we present a conic
programming framework that allows us to determine the optimal probe state for
the corresponding multi-parameter precision bounds. The precision bounds we
consider include the Holevo-Nagaoka bound and the tight precision bound that
give the optimal performances of correlated and uncorrelated measurement
strategies, respectively. Using our conic programming framework, we discuss the
optimality of a maximally entangled probe state in various settings. We also
apply our theory to analyze the canonical field sensing problem using entangled
quantum probe states.
Related papers
- Greenberger-Horne-Zeilinger state is the best probe for multiparameter estimation of independent local fields [0.0]
We show that estimation of independent multiple field strengths of a local Hamiltonian requires the utility of a genuine multiparty entangled state.
We prove that using a probe that is in any mixed state provides a precision lower than that for the GHZ.
To emphasize the importance of the weight matrix considered, we show that choosing the identity operator as the same leads to a product probe attaining the best precision.
arXiv Detail & Related papers (2024-07-29T16:12:04Z) - SPARE: Symmetrized Point-to-Plane Distance for Robust Non-Rigid Registration [76.40993825836222]
We propose SPARE, a novel formulation that utilizes a symmetrized point-to-plane distance for robust non-rigid registration.
The proposed method greatly improves the accuracy of non-rigid registration problems and maintains relatively high solution efficiency.
arXiv Detail & Related papers (2024-05-30T15:55:04Z) - Optimal Multiparameter Metrology: The Quantum Compass Solution [0.0]
We study optimal quantum sensing of multiple physical parameters using repeated measurements.
We identify the combination of input states and measurements that satisfies both optimality criteria.
We refer to the resulting optimal sensor as a quantum compass' solution.
arXiv Detail & Related papers (2024-04-22T14:03:46Z) - Designing optimal protocols in Bayesian quantum parameter estimation with higher-order operations [0.0]
A major task in quantum sensing is to design the optimal protocol, i.e., the most precise one.
Here, we focus on the single-shot Bayesian setting, where the goal is to find the optimal initial state of the probe.
We leverage the formalism of higher-order operations to develop a method that finds a protocol that is close to the optimal one with arbitrary precision.
arXiv Detail & Related papers (2023-11-02T18:00:36Z) - Optimal protocols for quantum metrology with noisy measurements [0.0]
We show that a quantum preprocessing-optimized parameter determines the ultimate precision limit for quantum sensors under measurement noise.
Applications to noisy quantum states and thermometry are presented, as well as explicit circuit constructions of optimal controls.
arXiv Detail & Related papers (2022-10-20T16:37:47Z) - Tight Cram\'{e}r-Rao type bounds for multiparameter quantum metrology
through conic programming [61.98670278625053]
It is paramount to have practical measurement strategies that can estimate incompatible parameters with best precisions possible.
Here, we give a concrete way to find uncorrelated measurement strategies with optimal precisions.
We show numerically that there is a strict gap between the previous efficiently computable bounds and the ultimate precision bound.
arXiv Detail & Related papers (2022-09-12T13:06:48Z) - Dynamical learning of a photonics quantum-state engineering process [48.7576911714538]
Experimentally engineering high-dimensional quantum states is a crucial task for several quantum information protocols.
We implement an automated adaptive optimization protocol to engineer photonic Orbital Angular Momentum (OAM) states.
This approach represents a powerful tool for automated optimizations of noisy experimental tasks for quantum information protocols and technologies.
arXiv Detail & Related papers (2022-01-14T19:24:31Z) - Bosonic field digitization for quantum computers [62.997667081978825]
We address the representation of lattice bosonic fields in a discretized field amplitude basis.
We develop methods to predict error scaling and present efficient qubit implementation strategies.
arXiv Detail & Related papers (2021-08-24T15:30:04Z) - Quantum probes for universal gravity corrections [62.997667081978825]
We review the concept of minimum length and show how it induces a perturbative term appearing in the Hamiltonian of any quantum system.
We evaluate the Quantum Fisher Information in order to find the ultimate bounds to the precision of any estimation procedure.
Our results show that quantum probes are convenient resources, providing potential enhancement in precision.
arXiv Detail & Related papers (2020-02-13T19:35:07Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.