Papers
Topics
Authors
Recent
Gemini 2.5 Flash
Gemini 2.5 Flash
158 tokens/sec
GPT-4o
7 tokens/sec
Gemini 2.5 Pro Pro
45 tokens/sec
o3 Pro
4 tokens/sec
GPT-4.1 Pro
38 tokens/sec
DeepSeek R1 via Azure Pro
28 tokens/sec
2000 character limit reached

Saturation of the Multiparameter Quantum Cramér-Rao Bound at the Single-Copy Level with Projective Measurements (2405.01471v1)

Published 2 May 2024 in quant-ph, cs.SY, eess.SY, math.ST, and stat.TH

Abstract: Quantum parameter estimation theory is an important component of quantum information theory and provides the statistical foundation that underpins important topics such as quantum system identification and quantum waveform estimation. When there is more than one parameter the ultimate precision in the mean square error given by the quantum Cram\'er-Rao bound is not necessarily achievable. For non-full rank quantum states, it was not known when this bound can be saturated (achieved) when only a single copy of the quantum state encoding the unknown parameters is available. This single-copy scenario is important because of its experimental/practical tractability. Recently, necessary and sufficient conditions for saturability of the quantum Cram\'er-Rao bound in the multiparameter single-copy scenario have been established in terms of i) the commutativity of a set of projected symmetric logarithmic derivatives and ii) the existence of a unitary solution to a system of coupled nonlinear partial differential equations. New sufficient conditions were also obtained that only depend on properties of the symmetric logarithmic derivatives. In this paper, key structural properties of optimal measurements that saturate the quantum Cram\'er-Rao bound are illuminated. These properties are exploited to i) show that the sufficient conditions are in fact necessary and sufficient for an optimal measurement to be projective, ii) give an alternative proof of previously established necessary conditions, and iii) describe general POVMs, not necessarily projective, that saturate the multiparameter QCRB. Examples are given where a unitary solution to the system of nonlinear partial differential equations can be explicitly calculated when the required conditions are fulfilled.

Definition Search Book Streamline Icon: https://streamlinehq.com
References (11)
  1. J. Liu, H. Yuan, X. Lu, and X. Wang, “Quantum Fisher information matrix and multiparameter estimation,” J. Phys. A: Math. Theor., vol. 53, p. 023001, 2020.
  2. J. Liu, M. Zhang, H. Chen, L. Wang, and H. Yuan, “Optimal scheme for quantum metrology,” Adv. Quantum Technol., vol. 5, p. 2100080, 2022.
  3. M. Barbieri, “Optical quantum metrology,” Phys. Rev. X Quantum, vol. 3, p. 023001, 2022.
  4. H. I. Nurdin and M. Guţǎ, “Parameter estimation and system identification for continuously-observed quantum systems,” Ann. Revs. Control, vol. 54, pp. 295–304, 2022.
  5. M. Szczykulska, T. Baumgratz, and A. Datta, “Multi-parameter quantum metrology,” Adv. Phys:X, vol. 1, p. 621, 2016.
  6. F. Albarelli, M. Barbieri, M. G. Genoni, and I. Gianani, “A perspective on multiparameter quantum metrology: From theoretical tools to applications in quantum imaging,” Phys. Lett. A, vol. 384, p. 126311, 2020.
  7. R. Demkowicz-Dobrański, W. Góriecki, and M. Gǔta̧, “Multi-parameter estimation beyond quantum Fisher information,” J. Phys. A: Math. Theor., vol. 53, p. 363001, 2020.
  8. P. Horodecki, L. Rudnicki, and K. Źyczkowski, “Five open problems in quantum information theory,” Phys. Rev. X Quantum, vol. 3, p. 010101, 2022.
  9. K. Matsumoto, “A new approach to the Cramér-Rao-type bound of the pure-state model,” J. Phys. A: Math. Gen., vol. 35, p. 3111, 2002.
  10. J. Yang, S. Pang, Y. Zhou, and A. N. Jordan, “Optimal measurements for quantum multiparameter estimation with general states,” Phys. Rev. A, vol. 100, p. 032104, 2019.
  11. H. I. Nurdin, “Saturability of the quantum Cramér-Rao bound in multiparameter quantum estimation at the single-copy level,” IEEE Control Systems Lett., vol. 8, pp. 376–381, 2024.
Citations (1)

Summary

We haven't generated a summary for this paper yet.

X Twitter Logo Streamline Icon: https://streamlinehq.com