Quantum Hypothesis Testing Lemma for Deterministic Identification over Quantum Channels
- URL: http://arxiv.org/abs/2504.20991v1
- Date: Tue, 29 Apr 2025 17:57:36 GMT
- Title: Quantum Hypothesis Testing Lemma for Deterministic Identification over Quantum Channels
- Authors: Pau Colomer, Christian Deppe, Holger Boche, Andreas Winter,
- Abstract summary: We show that the existence of a DI code in the quantum setting follows from a suitable packing in a modified space of output quantum states.<n>This result enables us to tighten the capacity lower bound for DI over quantum channels beyond the simultaneous decoding approach.
- Score: 49.126395046088014
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: In our previous work, we presented the Hypothesis Testing Lemma, a key tool that establishes sufficient conditions for the existence of good deterministic identification (DI) codes for memoryless channels with finite output, but arbitrary input alphabets. In this work, we provide a full quantum analogue of this lemma, which shows that the existence of a DI code in the quantum setting follows from a suitable packing in a modified space of output quantum states. Specifically, we demonstrate that such a code can be constructed using product states derived from this packing. This result enables us to tighten the capacity lower bound for DI over quantum channels beyond the simultaneous decoding approach. In particular, we can now express these bounds solely in terms of the Minkowski dimension of a certain state space, giving us new insights to better understand the nature of the protocol, and the separation between simultaneous and non-simultaneous codes. We extend the discussion with a particular channel example for which we can construct an optimum code.
Related papers
- Existence and Characterisation of Bivariate Bicycle Codes [0.0]
We show that BB codes provide compact quantum memory with low overhead and enhanced error correcting capabilities.<n>We explore these codes by leveraging their ring structure and predict their dimension as well as conditions on their existence.
arXiv Detail & Related papers (2025-02-24T11:04:15Z) - The multimode conditional quantum Entropy Power Inequality and the squashed entanglement of the extreme multimode bosonic Gaussian channels [53.253900735220796]
Inequality determines the minimum conditional von Neumann entropy of the output of the most general linear mixing of bosonic quantum modes.
Bosonic quantum systems constitute the mathematical model for the electromagnetic radiation in the quantum regime.
arXiv Detail & Related papers (2024-10-18T13:59:50Z) - Deterministic identification over channels with finite output: a dimensional perspective on superlinear rates [49.126395046088014]
We consider the problem in its generality for memoryless channels with finite output, but arbitrary input alphabets.<n>Our main findings are that the maximum length of messages thus identifiable scales superlinearly as $R,nlog n$ with the block length $n$.<n>We show that it is sufficient to ensure pairwise reliable distinguishability of the output distributions to construct a DI code.
arXiv Detail & Related papers (2024-02-14T11:59:30Z) - Quantum process tomography of continuous-variable gates using coherent
states [49.299443295581064]
We demonstrate the use of coherent-state quantum process tomography (csQPT) for a bosonic-mode superconducting circuit.
We show results for this method by characterizing a logical quantum gate constructed using displacement and SNAP operations on an encoded qubit.
arXiv Detail & Related papers (2023-03-02T18:08:08Z) - Commitments to Quantum States [11.217084610985674]
A commitment to quantum messages is binding if, after the commit phase, the committed state is hidden from the sender's view.
We show that hiding quantum state commitments (QSCs) are implied by any commitment scheme for classical messages.
Commitments to quantum states open the door to many new cryptographic possibilities.
arXiv Detail & Related papers (2022-10-11T04:34:36Z) - Probably approximately correct quantum source coding [0.0]
Holevo's and Nayak's bounds give an estimate of the amount of classical information that can be stored in a quantum state.
We show two novel applications in quantum learning theory and delegated quantum computation with a purely classical client.
arXiv Detail & Related papers (2021-12-13T17:57:30Z) - Dense Coding with Locality Restriction for Decoder: Quantum Encoders vs.
Super-Quantum Encoders [67.12391801199688]
We investigate dense coding by imposing various locality restrictions to our decoder.
In this task, the sender Alice and the receiver Bob share an entangled state.
arXiv Detail & Related papers (2021-09-26T07:29:54Z) - Certification of quantum states with hidden structure of their
bitstrings [0.0]
We propose a numerically cheap procedure to describe and distinguish quantum states.
We show that it is enough to characterize quantum states with different structure of entanglement.
Our approach can be employed to detect phase transitions of different nature in many-body quantum magnetic systems.
arXiv Detail & Related papers (2021-07-21T06:22:35Z) - On exploring the potential of quantum auto-encoder for learning quantum systems [60.909817434753315]
We devise three effective QAE-based learning protocols to address three classically computational hard learning problems.
Our work sheds new light on developing advanced quantum learning algorithms to accomplish hard quantum physics and quantum information processing tasks.
arXiv Detail & Related papers (2021-06-29T14:01:40Z) - Ultimate limits for multiple quantum channel discrimination [0.966840768820136]
This paper studies the problem of hypothesis testing with quantum channels.
We establish a lower limit for the ultimate error probability affecting the discrimination of an arbitrary number of quantum channels.
We also show that this lower bound is achievable when the channels have certain symmetries.
arXiv Detail & Related papers (2020-07-29T03:08:48Z) - Quantum Gram-Schmidt Processes and Their Application to Efficient State
Read-out for Quantum Algorithms [87.04438831673063]
We present an efficient read-out protocol that yields the classical vector form of the generated state.
Our protocol suits the case that the output state lies in the row space of the input matrix.
One of our technical tools is an efficient quantum algorithm for performing the Gram-Schmidt orthonormal procedure.
arXiv Detail & Related papers (2020-04-14T11:05:26Z)
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.