Efficiently Computable Strategies and Limits for Bosonic Channel Discrimination
- URL: http://arxiv.org/abs/2603.19911v1
- Date: Fri, 20 Mar 2026 12:50:35 GMT
- Title: Efficiently Computable Strategies and Limits for Bosonic Channel Discrimination
- Abstract summary: We develop an energy-constrained chain rule for the Belavkin-Staszewski channel divergence.<n>We then derive efficiently computable bounds on asymmetric error exponents for energy-constrained discrimination of bosonic dephasing and loss-dephasing channels.<n>The resulting SDPs provide practical benchmarks for quantum-limited sensing in low-energy bosonic platforms.
- Score: 21.232547053555823
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Discriminating between noisy quantum processes is a central primitive for quantum communication, metrology, and computing. While discrimination limits for finite-dimensional channels are well understood, the continuous-variable setting, particularly under experimentally relevant energy constraints, remains significantly less developed. In this work, we establish an energy-constrained chain rule for the Belavkin-Staszewski channel divergence, which yields a fundamental upper bound on the error exponents achievable by fully adaptive, energy-constrained quantum channel discrimination protocols. We then derive efficiently computable bounds on asymmetric error exponents for energy-constrained discrimination of bosonic dephasing and loss-dephasing channels. Specifically, we show that three operationally relevant quantities -- the measured relative entropy, the Umegaki relative entropy, and the geometric Renyi divergence -- admit semidefinite program (SDP) formulations when the input energy is bounded and the Hilbert space is suitably truncated. Applying these tools, we demonstrate that optimal probes for these channels under energy constraints are Fock-diagonal, and we also enable numerically precise evaluation of bounds on achievable error exponents across discrimination strategies ranging from separable to fully adaptive. The resulting SDPs provide practical benchmarks for quantum-limited sensing in low-energy bosonic platforms.
Related papers
- Quantum Decision Theory for Displacement Detection with Finite-Energy GKP States [46.2474896050764]
We develop a framework for detecting phase-space displacements with finite-energy, $d$-level Gottesman-Kitaev-Preskill (GKP) probes.<n>For single-mode and entanglement-assisted architectures, we derive the Bayesian minimum-error probability.<n>We benchmark the resulting protocols against coherent-state, direction-matched squeezed-vacuum, and twin-beam schemes.
arXiv Detail & Related papers (2026-08-08T10:32:05Z) - Separating Geometry From Interference in Constrained Quantum Optimization [0.22940141855172033]
We study the separation of geometric effects from quantum interference in quantum optimization algorithms.<n>We develop applications to problem-specific transpilation diagnostics, scalable hardware probes, constraint-seeking classical maps of quantum-generated samples.
arXiv Detail & Related papers (2026-07-15T09:25:26Z) - Fault tolerant computation of the static structure factor and finite size effects [43.936586633107396]
We develop a quantum post-processing strategy for the leading two-body finite-size correction.<n>After one-body shell effects are reduced by twist averaging, the dominant residual error is controlled by long-wavelength density fluctuations.<n>We also introduce adaptive global and local binary search procedures for identifying the infrared fitting window used to reconstruct the two-body finite size error correction.
arXiv Detail & Related papers (2026-06-26T05:31:08Z) - Asymptotic Limits of Entanglement Distribution [43.748379918040854]
We investigate the limits of entanglement distribution across quantum networks utilizing intermediate stations and local operations.<n>We establish a strict dichotomy: the preservation of entanglement over arbitrarily long distances is possible if the underlying quantum channel admits a correctable subspace.<n>We derive a fundamental lower bound on the physical resource requirements, proving that for channels without a correctable subspace, the number of parallel channels per link must scale at least logarithmically with the number of intermediate stations to sustain a non-zero amount of entanglement.
arXiv Detail & Related papers (2026-05-22T09:56:38Z) - Adversarial quantum channel discrimination [11.59751616011475]
We show that in asymmetric hypothesis testing, the optimal type-II error exponent is precisely characterized by the minimum output channel divergence.<n>This serves as a direct analog of the quantum Stein's lemma in the adversarial channel discrimination.
arXiv Detail & Related papers (2025-06-03T16:39:01Z) - Characterizing randomness in parameterized quantum circuits through expressibility and average entanglement [39.58317527488534]
Quantum Circuits (PQCs) are still not fully understood outside the scope of their principal application.<n>We analyse the generation of random states in PQCs under restrictions on the qubits connectivities.<n>We place a connection between how steep is the increase on the uniformity of the distribution of the generated states and the generation of entanglement.
arXiv Detail & Related papers (2024-05-03T17:32:55Z) - Contextual Subspace Variational Quantum Eigensolver Calculation of the Dissociation Curve of Molecular Nitrogen on a Superconducting Quantum Computer [0.06990493129893112]
We present an experimental demonstration of the Contextual Subspace Variational Quantum Eigensolver on superconducting quantum hardware.
In particular, we compute the potential energy curve for molecular nitrogen, where a dominance of static correlation in the dissociation limit proves challenging for many conventional quantum chemistry techniques.
Our quantum simulations retain good agreement with the full configuration interaction energy in the chosen STO-3G basis, outperforming all benchmarked single-reference wavefunction techniques in capturing the bond-breaking appropriately.
arXiv Detail & Related papers (2023-12-07T16:05:52Z) - A Lie Algebraic Theory of Barren Plateaus for Deep Parameterized Quantum Circuits [37.84307089310829]
Variational quantum computing schemes train a loss function by sending an initial state through a parametrized quantum circuit.
Despite their promise, the trainability of these algorithms is hindered by barren plateaus.
We present a general Lie algebra that provides an exact expression for the variance of the loss function of sufficiently deep parametrized quantum circuits.
arXiv Detail & Related papers (2023-09-17T18:14:10Z) - 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) - Efficient and robust certification of genuine multipartite entanglement
in noisy quantum error correction circuits [58.720142291102135]
We introduce a conditional witnessing technique to certify genuine multipartite entanglement (GME)
We prove that the detection of entanglement in a linear number of bipartitions by a number of measurements scales linearly, suffices to certify GME.
We apply our method to the noisy readout of stabilizer operators of the distance-three topological color code and its flag-based fault-tolerant version.
arXiv Detail & Related papers (2020-10-06T18:00:07Z)
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.