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Efficiently Computable Strategies and Limits for Bosonic Channel Discrimination

arXiv Quantum Physics
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⚡ Quantum Brief
Researchers established a fundamental limit for distinguishing noisy quantum processes in continuous-variable systems by introducing an energy-constrained chain rule for Belavkin-Staszewski channel divergence, setting an upper bound on error exponents in adaptive protocols. The team derived computable bounds for asymmetric error exponents in bosonic dephasing and loss-dephasing channels under energy constraints, bridging theory and experimental feasibility in quantum sensing. Three key quantum information measures—measured relative entropy, Umegaki relative entropy, and geometric Rényi divergence—were reformulated as semidefinite programs (SDPs) for bounded-energy inputs, enabling efficient numerical evaluation. Optimal probes for these channels were shown to be Fock-diagonal under energy constraints, simplifying experimental implementation while maintaining theoretical optimality across discrimination strategies. The SDP-based framework provides precise benchmarks for quantum-limited sensing in low-energy bosonic systems, advancing practical applications in quantum communication and metrology.
Efficiently Computable Strategies and Limits for Bosonic Channel Discrimination

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Quantum Physics arXiv:2603.19911 (quant-ph) [Submitted on 20 Mar 2026] Title:Efficiently Computable Strategies and Limits for Bosonic Channel Discrimination Authors:Zixin Huang, Ludovico Lami, Vishal Singh, Mark M. Wilde View a PDF of the paper titled Efficiently Computable Strategies and Limits for Bosonic Channel Discrimination, by Zixin Huang and 3 other authors View PDF HTML (experimental) 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. Comments: Subjects: Quantum Physics (quant-ph) Cite as: arXiv:2603.19911 [quant-ph] (or arXiv:2603.19911v1 [quant-ph] for this version) https://doi.org/10.48550/arXiv.2603.19911 Focus to learn more arXiv-issued DOI via DataCite (pending registration) Submission history From: Zixin Huang [view email] [v1] Fri, 20 Mar 2026 12:50:35 UTC (377 KB) Full-text links: Access Paper: View a PDF of the paper titled Efficiently Computable Strategies and Limits for Bosonic Channel Discrimination, by Zixin Huang and 3 other authorsView PDFHTML (experimental)TeX Source view license Ancillary-file links: Ancillary files (details): Fig_2_dephasing_function_energy.py Fig_3_loss_dephasing_function_energy.py Fig_4_dephasing_function_gamma_E05.py Fig_5_DA.py Fig_6_DA_loss_dephase.py PartialTrace.m PermuteSystems.m RE_loss_dephase_r13.m RE_lower_dephase_only_r13.m RE_lower_loss_dephase_r13_v2.m RE_upper_dephase_only_r13.m RE_upper_loss_dephase_r13_v2.m _Content_Types_.xml bosonic_dephasing_channel.m bosonic_loss_channel.m channel_bdc.m choi_loss_dephasing.m choi_matrix_bdc.m choi_matrix_loss.m choi_matrix_loss_dephase_v2.m ft.m lgwt.m loss_choi_element_2d.m loss_dephase_choi_element_2d.m matlab/document.xml matlab/output.xml measured_loss_dephase_m3k3_sup_op.m measured_m3k3_sup_op.m metadata/coreProperties.xml metadata/mwcoreProperties.xml metadata/mwcorePropertiesExtension.xml metadata/mwcorePropertiesReleaseInfo.xml opt_args.m primal_ell_8_bdc.m primal_ell_8_loss_dephase.m rm.m(31 additional files not shown) You must enabled JavaScript to view entire file list. 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Source: arXiv Quantum Physics