Quantum hypothesis testing between qubit states with parity
- URL: http://arxiv.org/abs/2212.01766v3
- Date: Wed, 12 Jul 2023 01:10:57 GMT
- Title: Quantum hypothesis testing between qubit states with parity
- Authors: Yi Shen and Carlo Maria Scandolo and Lin Chen
- Abstract summary: Two types of decision errors in a Quantum hypothesis testing (QHT) can occur.
We show that the minimal probability of type-II error occurs when the null hypothesis is accepted when it is false.
We replace one of the two pure states with a maximally mixed state, and similarly characterize the behavior of the minimal probability of type-II error.
- Score: 7.586817293358619
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Quantum hypothesis testing (QHT) provides an effective method to discriminate
between two quantum states using a two-outcome positive operator-valued measure
(POVM). Two types of decision errors in a QHT can occur. In this paper we focus
on the asymmetric setting of QHT, where the two types of decision errors are
treated unequally, considering the operational limitations arising from the
lack of a reference frame for chirality. This reference frame is associated
with the group $\bbZ_2$ consisting of the identity transformation and the
parity transformation. Thus, we have to discriminate between two qubit states
by performing the $\bbZ_2$-invariant POVMs only. We start from the
discrimination between two pure states. By solving the specific optimization
problem we completely characterize the asymptotic behavior of the minimal
probability of type-II error which occurs when the null hypothesis is accepted
when it is false. Our results reveal that the minimal probability reduces to
zero in a finite number of copies, if the $\bbZ_2$-twirlings of such two pure
states are different. We further derive the critical number of copies such that
the minimal probability reduces to zero. Finally, we replace one of the two
pure states with a maximally mixed state, and similarly characterize the
asymptotic behavior of the minimal probability of type-II error.
Related papers
- Minimax Instrumental Variable Regression and $L_2$ Convergence
Guarantees without Identification or Closedness [71.42652863687117]
We study nonparametric estimation of instrumental variable (IV) regressions.
We propose a new penalized minimax estimator that can converge to a fixed IV solution.
We derive a strong $L$ error rate for our estimator under lax conditions.
arXiv Detail & Related papers (2023-02-10T18:08:49Z) - Analytical bounds for non-asymptotic asymmetric state discrimination [0.0]
Asymmetric state discrimination involves minimizing the probability of one type of error, subject to a constraint on the other.
We give explicit expressions bounding the set of achievable errors using the trace norm, the fidelity, and the quantum Chernoff bound.
Unlike bounds, our bounds give error values instead of exponents, so can give more precise results when applied to finite-copy state discrimination problems.
arXiv Detail & Related papers (2022-07-21T18:21:04Z) - Experimental demonstration of optimal unambiguous two-out-of-four
quantum state elimination [52.77024349608834]
A core principle of quantum theory is that non-orthogonal quantum states cannot be perfectly distinguished with single-shot measurements.
Here we implement a quantum state elimination measurement which unambiguously rules out two of four pure, non-orthogonal quantum states.
arXiv Detail & Related papers (2022-06-30T18:00:01Z) - Super-exponential distinguishability of correlated quantum states [0.0]
A super-exponential decrease for both types of error probabilities is only possible in the trivial case.
We show that a qualitatively different behaviour can occur when there is correlation between the samples.
arXiv Detail & Related papers (2022-03-30T17:49:19Z) - Optimal Adaptive Strategies for Sequential Quantum Hypothesis Testing [87.17253904965372]
We consider sequential hypothesis testing between two quantum states using adaptive and non-adaptive strategies.
We show that these errors decrease exponentially with decay rates given by the measured relative entropies between the two states.
arXiv Detail & Related papers (2021-04-30T00:52:48Z) - Interpolating between symmetric and asymmetric hypothesis testing [7.741539072749043]
We define a one- parameter family of binary quantum hypothesis testing tasks, which we call $s$-hypothesis testing.
In particular, $s$-hypothesis testing interpolates between the regimes of symmetric and asymmetric hypothesis testing.
We show that if arbitrarily many identical copies of the system are assumed to be available, then the minimal error probability of $s$-hypothesis testing is shown to decay exponentially in the number of copies.
arXiv Detail & Related papers (2021-04-19T18:29:55Z) - Quantum Discrimination of Two Noisy Displaced Number States [68.2727599930504]
We first consider the quantum discrimination of two noiseless displaced number states.
We then address the problem of discriminating between two noisy displaced number states.
arXiv Detail & Related papers (2020-12-09T16:56:16Z) - Bose-Einstein condensate soliton qubit states for metrological
applications [58.720142291102135]
We propose novel quantum metrology applications with two soliton qubit states.
Phase space analysis, in terms of population imbalance - phase difference variables, is also performed to demonstrate macroscopic quantum self-trapping regimes.
arXiv Detail & Related papers (2020-11-26T09:05:06Z) - Discrimination of quantum states under locality constraints in the
many-copy setting [18.79968161594709]
We prove that the optimal average error probability always decays exponentially in the number of copies.
We show an infinite separation between the separable (SEP) and PPT operations by providing a pair of states constructed from an unextendible product basis (UPB)
On the technical side, we prove this result by providing a quantitative version of the well-known statement that the tensor product of UPBs is a UPB.
arXiv Detail & Related papers (2020-11-25T23:26:33Z) - Discrimination of Ohmic thermal baths by quantum dephasing probes [68.8204255655161]
We evaluate the minimum error probability achievable by three different kinds of quantum probes, namely a qubit, a qutrit and a quantum register made of two qubits.
A qutrit probe outperforms a qubit one in the discrimination task, whereas a register made of two qubits does not offer any advantage.
arXiv Detail & Related papers (2020-08-06T08:51:51Z) - Asymptotic relative submajorization of multiple-state boxes [0.0]
Pairs of states are the basic objects in the resource theory of asymmetric distinguishability (Wang and Wilde, 2019), where free operations are arbitrary quantum channels that are applied to both states.
We consider boxes of a fixed finite number of states and study an extension of the relative submajorization preorder to such objects.
This preorder characterizes error probabilities in the case of testing a composite null hypothesis against a simple alternative hypothesis, as well as certain error probabilities in state discrimination.
arXiv Detail & Related papers (2020-07-22T08:29:52Z)
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.